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  • 1
    Online Resource
    Online Resource
    Machine Learning in Biotechnology and Life Sciences (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801811910
    Language: English
    Pages: 1 online resource (408 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Explore all the tools and templates needed for data scientists to drive success in their biotechnology careers with this comprehensive guide Key Features Learn the applications of machine learning in biotechnology and life science sectors Discover exciting real-world applications of deep learning and natural language processing Understand the general process of deploying models to cloud platforms such as AWS and GCP Book Description The booming fields of biotechnology and life sciences have seen drastic changes over the last few years. With competition growing in every corner, companies around the globe are looking to data-driven methods such as machine learning to optimize processes and reduce costs. This book helps lab scientists, engineers, and managers to develop a data scientist's mindset by taking a hands-on approach to learning about the applications of machine learning to increase productivity and efficiency in no time. You'll start with a crash course in Python, SQL, and data science to develop and tune sophisticated models from scratch to automate processes and make predictions in the biotechnology and life sciences domain. As you advance, the book covers a number of advanced techniques in machine learning, deep learning, and natural language processing using real-world data. By the end of this machine learning book, you'll be able to build and deploy your own machine learning models to automate processes and make predictions using AWS and GCP. What you will learn Get started with Python programming and Structured Query Language (SQL) Develop a machine learning predictive model from scratch using Python Fine-tune deep learning models to optimize their performance for various tasks Find out how to deploy, evaluate, and monitor a model in the cloud Understand how to apply advanced techniques to real-world data Discover how to use key deep learning methods such as LSTMs and transformers Who this book is for This book is for data scientists and scientific professionals looking to transcend to the biotechnology domain. Scientific professionals who are already established within the pharmaceutical and biotechnology sectors will find this book useful. A basic understanding of Python programming and beginner-level background in data science conjunction is needed to get the most out of this book.
    Note: Online resource; Title from title page (viewed January 28, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 2
    Online Resource
    Online Resource
    Linux Service Management Made Easy with systemd (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801811644
    Language: English
    Pages: 1 online resource (420 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: A comprehensive guide for teaching system administrators, developers, and security professionals how to create their own systemd units and maintain system security Key Features Get well-versed with maintaining and troubleshooting systemd services Learn to create, modify, and reload service files and use systemd utilities Use cgroups to control resource usage and enhance security Book Description systemd is a new type of Linux init system for today's high-performance, multi-CPU, and multi-core hardware that is now used on all major enterprise-grade Linux distros. The main goal of this Linux systemd book is to help you get an in-depth understanding of systemd to set up your servers securely and efficiently. This book starts by explaining systemd management, which will help you manage your servers effectively. You'll then learn how to edit and create your own systemd units, which will be particularly helpful if you need to create custom services or timers and add features or security to an existing service. Next, you'll understand how to analyze and fix boot-up challenges and set system parameters. Later, you'll come across cgroups, that'll help you control system resource usage for both processes and users. The book also shows you how cgroups are structured, the differences between cgroups Version 1 and 2, and how to set resource limits on both. Finally, you'll learn about the systemd way of performing time-keeping, networking, logging, and login management. You'll discover how to configure servers accurately and gather system information to analyze system security and performance. By the end of this Linux book, you'll be able to efficiently manage all aspects of a server running the systemd init system. What you will learn Use basic systemd utilities to manage a system Create and edit your own systemd units Create services for Podman-Docker containers Enhance system security by adding security-related parameters Find important information with journald Analyze boot-up problems Configure system settings with systemd utilities Who this book is for This book is for Linux administrators who want to learn more about maintaining and troubleshooting Linux servers. Aspiring administrators studying for a Linux certification exam and developers looking to learn how to create systemd unit files will also find this book useful. Additionally, this book will be helpful for security administrators who want to understand the security settings that can be used ...
    Note: Online resource; Title from title page (viewed February 3, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 3
    Online Resource
    Online Resource
    AWS Certified Cloud Practitioner Exam Guide (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801075930
    Language: English
    Pages: 1 online resource (630 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Develop proficiency in AWS technologies and validate your skills by becoming an AWS Certified Cloud Practitioner Key Features Develop the skills to design highly available and fault-tolerant solutions in the cloud Learn how to adopt best-practice security measures in your cloud applications Achieve credibility through industry-recognized AWS Cloud Practitioner certification Book Description Amazon Web Services is the largest cloud computing service provider in the world. Its foundational certification, AWS Certified Cloud Practitioner (CLF-C01), is the first step to fast-tracking your career in cloud computing. This certification will add value even to those in non-IT roles, including professionals from sales, legal, and finance who may be working with cloud computing or AWS projects. If you are a seasoned IT professional, this certification will make it easier for you to prepare for more technical certifications to progress up the AWS ladder and improve your career prospects. The book is divided into four parts. The first part focuses on the fundamentals of cloud computing and the AWS global infrastructure. The second part examines key AWS technology services, including compute, network, storage, and database services. The third part covers AWS security, the shared responsibility model, and several security tools. In the final part, you'll study the fundamentals of cloud economics and AWS pricing models and billing practices. Complete with exercises that highlight best practices for designing solutions, detailed use cases for each of the AWS services, quizzes, and two complete practice tests, this CLF-C01 exam study guide will help you gain the knowledge and hands-on experience necessary to ace the AWS Certified Cloud Practitioner exam. What you will learn Create an AWS account to access AWS cloud services in a secure and isolated environment Understand identity and access management (IAM), encryption, and multifactor authentication (MFA) protection Configure multifactor authentication for your IAM accounts Configure AWS services such as EC2, ECS, Lambda, VPCs, and Route53 Explore various storage and database services such as S3, EBS, and Amazon RDS Study the fundamentals of modern application design to shift from a monolithic to microservices architecture Design highly available solutions with decoupling ingrained in your design architecture Who this book is for If you're looking to advance your career and gain expertise in cloud computing, ...
    Note: Online resource; Title from title page (viewed January 13, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 4
    Online Resource
    Online Resource
    AWS Certified Cloud Practitioner CLF-C01 : Exam and Beyond (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803235011
    Language: English
    Pages: 1 online resource (1 video file, approximately 13 hr., 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: This course covers everything you should learn to clear the AWS Cloud Practitioner Certification Exam CLF-C01. About This Video Learn AWS Cloud fundamentals with hands-on working knowledge AWS Cloud architecture, services, and concepts beyond the exam Explore Amazon S3 and other storage services In Detail This course is structured into 14 sections. The first section gives you some preliminary information about the course and what you should do before you start the course. The second section of this course is to help you get started with cloud computing and the AWS Cloud platform. It will make you familiar with some cloud computing concepts, terminologies, and AWS Cloud platform. The third section onwards is designed to cover specific areas of AWS cloud computing. For example, section three starts with networking basics and takes you deep into AWS networking. The fourth is dedicated to identity and access management in AWS. Similarly, section five takes you deep into the Amazon EC2, and so on. Each section is dedicated to a specific area, so you don't lose focus and relation amongst the services. It explains various topics such as database and analytics services, containers and serverless, developer tools and DevOps services, account management and billing, and so on. The last section presents you with some tips and guidance on preparing for the exam and how to attempt exam questions. By the end of the course, you will be confident enough to crack the AWS Certified Cloud Practitioner Exam. Who this book is for This course is for software engineering professionals willing to pass the AWS Certified Cloud Practitioner Certification. It is also for IT professionals willing to learn and master AWS Cloud core concepts and working knowledge.
    Note: Online resource; Title from title screen (viewed January 31, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
    Online Resource
    MPI Ethno. Forsch.
  • 5
    Online Resource
    Online Resource
    Adobe Animate 2022 for Creative Professionals - Second Edition (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803232799
    Language: English
    Pages: 1 online resource (464 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: Step into the world of animation and go beyond the fundamentals of Adobe Animate to bring experiences to life with the help of expert-led content Key Features Produce rich motion graphics and interactive animations for multiple platforms Explore the key features and enhancements in the latest Adobe Animate release Take your Adobe Animate projects to the next level with creative workflows Book Description Adobe Animate is platform-agnostic asset creation, motion design, animation, and interactivity software. Complete with explanations of essential concepts and step-by-step walkthroughs of practical examples, this book will guide you in using Adobe Animate to create immersive experiences by breaking through creative limitations across every medium. We begin by getting up to speed with all that you need to know about Adobe Animate. You'll learn how to get started with Animate as a creative platform and explore the features introduced in its most recent versions. The book will show you how to consume and produce media assets for multiple platforms through both the publish and export workflows. Following this, you'll explore advanced rigging techniques and discover how to create more dynamic animation with advanced depth and movement techniques. You'll also find out how to build projects such as games, virtual reality experiences, and apps for various platforms as the book demonstrates different ways to use Animate. Finally, it covers the different methods used to extend the software for various needs. By the end of this Adobe Animate book, you'll be able to produce a variety of media assets, motion graphic design materials, animated artifacts, and interactive content pieces for platforms such as HTML5 Canvas, WebGL, and mobile devices. What you will learn Gain a solid understanding of Adobe Animate foundations and new features Understand the nuances associated with publishing and exporting rich media content to various platforms Make use of advanced layering and rigging techniques to create engaging motion content Create dynamic motion using the camera and variable layer depth techniques Develop web-based games, virtual reality experiences, and multiplatform mobile applications Extend Animate with extensions, application-level scripting, and the creation of custom integrated tutorials Who this book is for This book is for web, graphic, and motion design professionals with basic experience in animation who want to take their existing skills to the ...
    Note: Online resource; Title from title page (viewed January 14, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 6
    Online Resource
    Online Resource
    A Beginner's Guide to Creating iPhone Apps for iOS 15 Using Swift UI (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803241111
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to create apps and submit them to the App Store using SwiftUI 3 Code and Xcode 13 on iOS 15 from scratch About This Video Develop iPhone apps using SwiftUI 3 code and Xcode 13 Learn Swift programming and SwiftUI by creating five complete apps Learn to share your app ideas through the App Store In Detail If you are looking for a course that is fun, for complete beginners, and gets straight to the point, then this is the course for you. This course will help you learn all about developing iPhone applications and simultaneously implement all that you learn by creating five complete apps using SwiftUI 3 code and Xcode 13. In this course, we will start with the SwiftUI basics that are required for developing an app and set up our developing environment with Xcode. Once our environment is set, we will start working on our different apps. In this first app - People Counter - and the second app - Text Formatter, you will be learning the basics of Swift programming. In this third app, we will create an app called Emoji Dictionary, where you will learn about lists, arrays, and multi-view apps. In the fourth app, we will create a Quick ToDos app, where you will learn how to save information with CoreData. In our final app, we will create a Course Lister app where we will work with web, APIs, JSON, and images. Once we are done with the apps, we will discuss the process to submit your own apps to the App Store! By the end of this course, you will be set to build your own app and share your app with the world through the App Store. Who this book is for This course is best for complete beginners who want to make an iPhone app as no prior experience is needed and one just needs to have a Mac computer and passion to develop amazing apps.
    Note: Online resource; Title from title screen (viewed January 31, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
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  • 7
    Online Resource
    Online Resource
    30+ Web Projects with HTML, CSS, and JavaScript (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803235806
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 hr., 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Master the front-end web development and the three core technologies of HTML, CSS, and JavaScript by building 30+ web projects. About This Video Understand how to build a modern webpage with the latest effects and techniques 30 different projects to help you master the technologies of HTML, CSS, and a little bit of JavaScript Understand how to create an animated landing page to make your webpage look more appealing In Detail We will build together more than 30 different and creative web projects with three core technologies—HTML, CSS, and JavaScript. If you have some basic knowledge of these technologies and still have some trouble creating your own web projects, or if you want to level up your developer and designer skills, then you have come to the right place. We will build more than 30 different web projects and they will be full of modern, nice, and beautiful effects and designs. We will start with simple projects, and we will go through some advanced ones as well. Using this course, you can get the inspiration that will help you enhance your projects and customize your portfolio. Mastering just these core technologies of front-end web development, you can create awesome and modern themes and simply get hired. Also, you will have enough knowledge to move on and learn other technologies such as some front-end frameworks and libraries, which nowadays are popular and highly demanded. By the end of the course, you will master front-end web development and gain the confidence to apply modern and creative effects and designs in your future projects. Who this book is for This course is for students who have some basic knowledge in HTML, CSS, and JS and want to build the portfolio website; for those who want to practice three core technologies—HTML, CSS, and JavaScript. It can be taken by those who have basic knowledge of front-end web development and want to develop their web designing skills.
    Note: Online resource; Title from title screen (viewed January 19, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 8
    Online Resource
    Online Resource
    C# Object-Oriented Programming for Beginners in C# and .NET (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803235110
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 5 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Be a part of this beginner-friendly and hands-on course to learn and implement all the pillars of the OOPs (Object Oriented Programming) concept in C#. About This Video Build CMS (College Management System) from scratch using OOP concepts Learn C# OOP concepts essential for any serious programming in C# .NET Each lesson in this course is bite-sized and easy to finish along with assignments to apply your learnings In Detail Employment of C# .NET developers is projected to grow much faster than the average for all occupations. .NET developers will be needed to respond to an increased demand for computer software. The skills you learn from this course will be relevant in the future and aid in learning advanced C# programming. The software industry is only going to grow bigger! This course will teach you the Object-Oriented Programming (OOP) concepts in C# programming language in .NET Core from the ground up. You will apply the learnings through assignments at the end of every section. You will be taken through a carefully selected approach towards learning these OOP concepts. This course will help you understand class, interfaces, inheritance, polymorphism, and so on through an easier approach. You will be mentored throughout each step of your learning process. By the end of this course, you will have a strong understanding of the Object-Oriented Programming (OOP) concepts in the C# programming language. Next, you will know how to apply OOP concepts in your everyday programming. Apart from this, you will be more confident to learn advanced C# programming concepts next. Finally, you will be ready to begin your career as a C# .NET programmer. Who this book is for This course is ideal for the beginners in C#, who know the basics of C# and want to take their next step towards learning OOP concepts in C# with .NET core and programmers from a different programming language, who have experience in a language other than C# and want to learn OOP syntax and usage in C#. Basic knowledge of C# is required to get the most out of this course but is not mandatory.
    Note: Online resource; Title from title screen (viewed January 19, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 9
    Online Resource
    Online Resource
    Actionable Insights with Amazon QuickSight (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801079297
    Language: English
    Pages: 1 online resource (242 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Build interactive dashboards and storytelling reports at scale with the cloud-native BI tool - Amazon QuickSight, including embedded analytics and ML-powered insights Key Features Understand how to set up Amazon QuickSight, manage data sources, and build and share dashboards Learn the advanced features of Amazon Quicksight to develop interactive and embedded dashboards Manage and monitor dashboards using the QuickSight API and other AWS services such as Amazon CloudTrail Book Description The adoption of cloud-native BI tools, like Amazon QuickSight, enables organizations to gather insights from data at scale. This book is a practical guide to performing simple-to-advanced tasks with Amazon QuickSight. You'll begin by learning QuickSight's fundamental concepts and how to configure data sources. Next, you'll be introduced to the main analysis-building functionality of QuickSight to develop visuals and dashboards. The book will also demonstrate how to develop and share interactive dashboards with parameters and on-screen controls. Advanced filtering options with URL actions will then be covered, before learning how to set up alerts and scheduled reports. Later, you'll explore the Insights visual type in QuickSight using both existing insights and by building custom insights. Further chapters will show you how to add machine learning insights such as forecasting capabilities, analyzing time series data, adding narratives, and outlier detection to your dashboards. You'll also explore patterns to automate operations and look closer into the API actions that allow us to control settings. Finally, you'll learn advanced topics such as embedded dashboards and multitenancy. By the end of this book, you'll be well-versed with QuickSight's BI and analytics functionalities that will help you create BI apps with ML capabilities. What you will learn Understand the wider AWS analytics ecosystem and how QuickSight fits within it Set up and configure data sources with Amazon QuickSight Include custom controls and add interactivity to your BI application using parameters Add ML insights such as forecasting, anomaly detection, and narratives Explore patterns to automate operations using QuickSight APIs Create interactive dashboards and storytelling with Amazon QuickSight Design an embedded multi-tenant analytics architecture Focus on data permissions and how to manage Amazon QuickSight operations Who this book is for This book is for business intelligence (BI) dev...
    Note: Online resource; Title from title page (viewed January 28, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
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  • 10
    Online Resource
    Online Resource
    SC-300 : Microsoft Identity and Access Administrator (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803238043
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Pass your SC-300: Microsoft Identity and Access administrator exam with the help of this highly engaging and comprehensive guide. About This Video Implement an identity management solution, authentication, and access management solution Implement access management for apps, plan and implement an identity governance strategy A reference or end-to-end guide to pass your SC 300 exam from a Microsoft certified trainer In Detail The Microsoft Identity and Access Administrator designs, implements, and operates an organization’s identity and access management systems by using Azure Active Directory (Azure AD). They manage tasks such as providing secure authentication and authorization access to enterprise applications. The administrator provides seamless experiences and self-service management capabilities for all users. Adaptive access and governance are core elements to the role. This role is also responsible for troubleshooting, monitoring, and reporting for the identity and access environment. This course starts from implementing the initial configuration of Azure Active Directory. Then, create, configure, and manage identities. Followed by, implementing, and managing external identities. You will implement and manage hybrid identity, then plan and implement Azure multifactor authentication. Then manage user authentication, and plan, implement and administer conditional access. After that, you will manage Azure AD identity protection. Plan, implement and monitor the integration of enterprise apps for SSO and app registrations. Moving ahead, you will plan, implement, and manage entitlement and access reviews. Finally, you will see privileged access along with monitoring and maintaining Azure Active Directory. By the end of this course, you will gain the requisite knowledge and confidence to pass the SC-300: Microsoft Identity and Access administrator exam. Who this book is for This course is for security enthusiasts who want to complete the SC-300 certification. This is designed for those who would like to look at security from the identity perspective and want to be the identity security defenders of their organization. Basic knowledge of Azure and its components along with information security will be helpful. Work exposure to Active Directory, its usage, and its purpose is required but not mandatory.
    Note: Online resource; Title from title screen (viewed January 19, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
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  • 11
    Online Resource
    Online Resource
    Rapid Application Development with OutSystems (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800208759
    Language: English
    Pages: 1 online resource (402 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Discover best practices to create simple, robust, and scalable software solutions quickly and securely, and focus on what's important - the business and the end customer Key Features Discover strategies and tips for low-code and no-code development with the help of useful examples Build enterprise-scale reactive web and mobile applications Explore the benefits of low-code development Book Description OutSystems is a software development platform that speeds up the build phase by abstracting code and making almost everything visual. This means replacing textual language with visual artifacts that avoid lexical errors and speed up code composition using accelerators and predefined templates. The book begins by walking you through the fundamentals of the technology, along with a general overview of end-to-end web and mobile software development. You'll learn how to configure your personal area in the cloud and use the OutSystems IDE to connect with it. The book then shows you how to build a web application based on the best architectural and developmental practices in the market, and takes the same approach for the mobile paradigm. As you advance, you'll find out how to develop the same application, and the great potential of reusing code from one paradigm in another and the symbiosis between them is showcased.The only application that'll differ from the application in the exercise is the one used in business process technology (BPT), with a focus on a common market use case. By the end of this OutSystems book, you'll be able to develop enterprise-level applications on the web and mobile, integrating them with third parties and other systems on the market. You'll also understand the concepts of performance, security, and software construction and be able to apply them effectively. What you will learn Get to grips with the OutSystems infrastructure Develop reactive web and mobile applications in OutSystems using best practices in Service Studio Define and design Architecture Canvas (3-Layer Canvas) for your applications Integrate with external systems in OutSystems Enhance applications with BPT Manage and monitor your applications in the OutSystems infrastructure Who this book is for This book is for back-end developers, tech leaders, UX/UI developers, frontend developers, (in general, full-stack developers), tech companies, and enterprises looking to learn how to develop web and mobile software quickly and disruptively by leveraging OutSystems, o...
    Note: Online resource; Title from title page (viewed January 27, 2022) , Mode of access: World Wide Web.
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  • 12
    Online Resource
    Online Resource
    Python Architecture Patterns (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801819992
    Language: English
    Pages: 1 online resource (594 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Make the best of your test suites by using cutting-edge software architecture patterns in Python Key Features Learn how to create scalable and maintainable applications Build a web system for micro messaging using concepts in the book Use profiling to find bottlenecks and improve the speed of the system Book Description Developing large-scale systems that continuously grow in scale and complexity requires a thorough understanding of how software projects should be implemented. Software developers, architects, and technical management teams rely on high-level software design patterns such as microservices architecture, event-driven architecture, and the strategic patterns prescribed by domain-driven design (DDD) to make their work easier. This book covers these proven architecture design patterns with a forward-looking approach to help Python developers manage application complexity—and get the most value out of their test suites. Starting with the initial stages of design, you will learn about the main blocks and mental flow to use at the start of a project. The book covers various architectural patterns like microservices, web services, and event-driven structures and how to choose the one best suited to your project. Establishing a foundation of required concepts, you will progress into development, debugging, and testing to produce high-quality code that is ready for deployment. You will learn about ongoing operations on how to continue the task after the system is deployed to end users, as the software development lifecycle is never finished. By the end of this Python book, you will have developed "architectural thinking": a different way of approaching software design, including making changes to ongoing systems. What you will learn Think like an architect, analyzing software architecture patterns Explore API design, data storage, and data representation methods Investigate the nuances of common architectural structures Utilize and interoperate elements of patterns such as microservices Implement test-driven development to perform quality code testing Recognize chunks of code that can be restructured as packages Maintain backward compatibility and deploy iterative changes Who this book is for This book will help software developers and architects understand the structure of large complex systems and adopt architectural patterns that are scalable. Examples in the book are implemented in Python so a fair grasp of basic Python concepts is ex...
    Note: Online resource; Title from title page (viewed January 12, 2022) , Mode of access: World Wide Web.
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  • 13
    Online Resource
    Online Resource
    Practical Python : Learn Python Basics Step by Step- Python 3 (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803246680
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: A hands-on comprehensive course to master the core basics of Python 3 to dive into the world of coding with Python. About This Video Learn to write your first Python code and run it Discover Python OOP (Object-Oriented Programming) Get introduced to inheritance and composition (OOP) In Detail The course is recorded with the latest Python version: Python 3. It is a practical focused course, thus making it compressive and easy to follow for beginners stepping into the world of programming. The course is divided into four levels. The first level is about Python shell, variables, data types, lists, and user input. The second level will take you through Python IDE (PyCharm), comments, functions, and scope. The third level is about conditions (if) and loops, followed by the fourth level, which is to read/write to a file, use and create Python modules, and run a Python program from the terminal. There is also a bonus lesson on OOP (Object-Oriented Programming). Learning OOP will help you enhance your skills further. By the end of the course, you will have a strong foundation in Python and you will be able to build on that foundation with confidence. Who this book is for This course is for complete beginners who want to learn Python basics in a straightforward way. Even if you are a programming beginner who started with another language and want to jump to Python, you can opt for this course. This course is also for Python developers who want a quick refresher course, or anyone interested in web development, robotics, artificial intelligence, video games development, and data science.
    Note: Online resource; Title from title screen (viewed January 25, 2022) , Mode of access: World Wide Web.
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  • 14
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    Fundamentals of Programming Using Flowchart and Pseudocode (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803237398
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: A carefully selected approach for absolute beginners towards learning programming fundamentals. About This Video Master the programming and coding concepts that can be applied to any programming languages such as C, Python, C#, and so on Understand variables, operators, program flow, functions, comments, exceptions, and so on with demos Get exposed to the coding concepts of comments and exceptions In Detail This course will teach you the fundamentals of the programming language from the ground up. You will be taken through a carefully selected approach for absolute beginners towards learning programming fundamentals. You are looking for a direction to learn the fundamentals of programming languages. You want to understand coding concepts through an easier approach. You are looking for a helping hand to learn the basics of programming with assistance on each step of your journey. You are looking for ways to improve your current situation. You want to understand the fundamentals of programming to kick start an exciting career in the software industry. This course will help you in achieving them. This course covers introduction to programming fundamentals and explains various coding concepts of variables and their types, operators, conditional statements, loops, functions, comments, and exceptions. By the end of the course, you will have a solid foundation in the fundamentals of programming languages and coding constructs. You will be ready to create flowcharts and pseudocodes for given problem statements. Further, you will be more confident in learning a new programming language of your choice. Who this book is for This course is helpful for freshers, who are absolute beginners at coding. This course will give you an excellent head start towards an exciting programming career. For experienced non-IT professionals, who are looking for a career change as a software engineer. This course will provide you with a solid foundation in programming which is a necessity for your new career path. No prior knowledge of programming languages or coding is required. This course will cover everything you need to get started - from figuring out programming basics to following coding constructs.
    Note: Online resource; Title from title screen (viewed January 31, 2022) , Mode of access: World Wide Web.
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  • 15
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    C# Basics for Absolute Beginners in C# and .NET (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803235837
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn the fundamentals of C# .NET programming from the ground up About This Video Build a solid foundation on the basics of C# programming language and coding constructs Lots of demos showing how to use newly learned C# coding constructs Each lesson in this course is bite-sized and easy to finish In Detail C# is a simple, yet modern Object-Oriented Programming language developed by Microsoft within its .Net initiative. This comprehensive course will help you understand the fundamentals of coding with C# in .NET environment. In this course, you will start from the basics and cover the basics of the C# programming language right from setting up the .NET development environment. Then move to an overview of .NET, C# coding concepts such as variables, operators, selection, and iterative statements, debugging C# programs, and more. Each concept is explained with the help of practical demonstrations showing how to use newly learned C# coding constructs. This is a beginner-level course, and some programming experience is suggested but not required. By the end of this course, you will have a solid foundation in the basics of C# programming language and coding constructs, gain more confidence to learn advanced C# programming concepts, and will be ready to begin your career as a C# .NET programmer. Who this book is for This course is designed for absolute beginners, who are completely new to C# and .NET. Programmers who have experience in a language other than C# can also opt for this course. No prior C# or .NET coding experience is required.
    Note: Online resource; Title from title screen (viewed January 14, 2022) , Mode of access: World Wide Web.
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  • 16
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    AI-Powered Commerce (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803248981
    Language: English
    Pages: 1 online resource (256 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Learn how to use artificial intelligence for product and service innovation, including the diverse use cases of Commerce.AI Key Features Learn how to integrate data and AI in your innovation workflows Unlock insights into how various industries are using AI for innovation Apply your knowledge to real innovation use cases like product strategy and market intelligence Book Description Commerce.AI is a suite of artificial intelligence (AI) tools, trained on over a trillion data points, to help businesses build next-gen products and services. If you want to be the best business on the block, using AI is a must. Developers and analysts working with AI will be able to put their knowledge to work with this practical guide. You'll begin by learning the core themes of new product and service innovation, including how to identify market opportunities, come up with ideas, and predict trends. With plenty of use cases as reference, you'll learn how to apply AI for innovation, both programmatically and with Commerce.AI. You'll also find out how to analyze product and service data with tools such as GPT-J, Python pandas, Prophet, and TextBlob. As you progress, you'll explore the evolution of commerce in AI, including how top businesses today are using AI. You'll learn how Commerce.AI merges machine learning, product expertise, and big data to help businesses make more accurate decisions. Finally, you'll use the Commerce.AI suite for product ideation and analyzing market trends. By the end of this artificial intelligence book, you'll be able to strategize new product opportunities by using AI, and also have an understanding of how to use Commerce.AI for product ideation, trend analysis, and predictions. What you will learn Find out how machine learning can help you identify new market opportunities Understand how to use consumer data to create new products and services Use state-of-the-art AI frameworks and tools for data analysis Launch, track, and improve products and services with AI Rise above the competition with unparalleled insights from AI Turn customer touchpoints into business wins Generate high-conversion product and service copy Who this book is for This AI book is for AI developers, data scientists, data product managers, analysts, and consumer insights professionals. The book will guide you through the process of product and service innovation, no matter your pre-existing skillset.
    Note: Online resource; Title from title page (viewed January 28, 2022) , Mode of access: World Wide Web.
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  • 17
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    Extreme DAX (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801078511
    Language: English
    Pages: 1 online resource (470 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Discover the true power of DAX and build advanced DAX solutions for practical business scenarios Key Features Solve complex business problems within Microsoft BI tools including Power BI, SQL Server, and Excel Develop a conceptual understanding of critical business data modeling principles Learn the subtleties of Power BI data visualizations, evaluation context, context transition, and filtering Book Description If you want to get the most out of Microsoft Business Intelligence tools, sooner or later you'll need to master DAX. Extreme DAX enables business analysts to generate powerful and sophisticated analyses from their data. You'll learn the principles of business intelligence, good model design, and how DAX fits into it all. Then, you'll launch into detailed examples of DAX in real-world business scenarios such as inventory calculations, forecasting, intercompany business, and data security. At each step, senior DAX experts will walk you through the subtleties involved in working with Power BI models and common mistakes to look out for as you build advanced data aggregations. You'll deepen your understanding of DAX functions, filters, and measures, and how and when they can be used to derive effective insights. Also provided with the book are PBIX files for each chapter for you to follow along with and explore in your own time. What you will learn Understand data modeling concepts and structures before you start working with DAX Grasp how relationships in Power BI models are different from those in RDBMSes Secure aggregation levels, attributes, and hierarchies using PATH functions and row-level security Get to grips with the crucial concept of context Apply advanced context and filtering functions including TREATAS, GENERATE, and SUMMARIZE Explore dynamically changing visualizations with helper tables and dynamic labels and axes Work with week-based calendars and understand standard time-intelligence Evaluate investments intelligently with the XNPV and XIRR financial DAX functions Who this book is for If you are an analyst with a working knowledge of DAX in MS Power BI or other Microsoft analytics tools, this book will help you upgrade your DAX knowledge and work with analytical models more effectively. This book is not for beginners and practical experience with DAX is necessary.
    Note: Online resource; Title from title page (viewed January 20, 2022) , Mode of access: World Wide Web.
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  • 18
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    Build Responsive Websites with HTML5, CSS3, Bootstrap, and SASS (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803239477
    Language: English
    Pages: 1 online resource (1 video file, approximately 23 hr., 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn how to build responsive webpages from scratch using Flexbox, CSS Grid, Animation, SVG, and Bootstrap. About This Video Explore Django apps, templates, models, and migrations Work with CSS preprocessor: SASS (variables, nesting, mixins, extend/inheritance) Work with CSS framework: Bootstrap 5 (layouts, forms, components, and utilities) In Detail Responsive web design is about creating web pages that look good on all devices. A responsive web design helps automatically adjust for different screens to make it user friendly. This course touches on each important topic through concept explanation, documentation, and implementation. The entire course is designed for beginners with one goal in mind—to build responsive websites using HTML5, CSS3, Bootstrap, and SASS. Throughout the course, we will explore 6 projects namely Profile Card, Login Page, Spotify Clone using Flexbox, Testimonial Page using CSS Grid, Portfolio Website using Bootstrap, and EdTech Startup Landing Page. With the help of these projects, we will understand the following topics: How does the web work HTML fundamentals HTML semantics CSS fundamentals Responsive design Layouts SVG CSS libraries Bootstrap (CSS framework) SASS (CSS preprocessor) Website deployment The complete course is focused on the concept learning approach; you learn every concept through a logical and visual learning approach. Learn all the important concepts in the simplest viable way with examples and real-life projects. By the end of the course, you will be ready to work as an intern, fresher, or freelancer, and you will also be able to implement everything yourself. Most importantly, you will be ready to dive deep with future practice and hard-level questions about website building. Who this book is for This course is helpful for absolute beginners who want to learn how to build a beautiful and responsive website; designers who want to expand their skill set into HTML5, CSS3, Bootstrap, and SASS. No previous programming or coding experience is required; we will cover everything step-by-step from the basics.
    Note: Online resource; Title from title screen (viewed January 31, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 19
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    Building Big Data Pipelines with Apache Beam (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800564930
    Language: English
    Pages: 1 online resource (342 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Implement, run, operate, and test data processing pipelines using Apache Beam Key Features Understand how to improve usability and productivity when implementing Beam pipelines Learn how to use stateful processing to implement complex use cases using Apache Beam Implement, test, and run Apache Beam pipelines with the help of expert tips and techniques Book Description Apache Beam is an open source unified programming model for implementing and executing data processing pipelines, including Extract, Transform, and Load (ETL), batch, and stream processing. This book will help you to confidently build data processing pipelines with Apache Beam. You'll start with an overview of Apache Beam and understand how to use it to implement basic pipelines. You'll also learn how to test and run the pipelines efficiently. As you progress, you'll explore how to structure your code for reusability and also use various Domain Specific Languages (DSLs). Later chapters will show you how to use schemas and query your data using (streaming) SQL. Finally, you'll understand advanced Apache Beam concepts, such as implementing your own I/O connectors. By the end of this book, you'll have gained a deep understanding of the Apache Beam model and be able to apply it to solve problems. What you will learn Understand the core concepts and architecture of Apache Beam Implement stateless and stateful data processing pipelines Use state and timers for processing real-time event processing Structure your code for reusability Use streaming SQL to process real-time data for increasing productivity and data accessibility Run a pipeline using a portable runner and implement data processing using the Apache Beam Python SDK Implement Apache Beam I/O connectors using the Splittable DoFn API Who this book is for This book is for data engineers, data scientists, and data analysts who want to learn how Apache Beam works. Intermediate-level knowledge of the Java programming language is assumed.
    Note: Online resource; Title from title page (viewed January 21, 2022) , Mode of access: World Wide Web.
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  • 20
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    Intelligent Workloads at the Edge (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801811781
    Language: English
    Pages: 1 online resource (374 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Explore IoT, data analytics, and machine learning to solve cyber-physical problems using the latest capabilities of managed services such as AWS IoT Greengrass and Amazon SageMaker Key Features Accelerate your next edge-focused product development with the power of AWS IoT Greengrass Develop proficiency in architecting resilient solutions for the edge with proven best practices Harness the power of analytics and machine learning for solving cyber-physical problems Book Description The Internet of Things (IoT) has transformed how people think about and interact with the world. The ubiquitous deployment of sensors around us makes it possible to study the world at any level of accuracy and enable data-driven decision-making anywhere. Data analytics and machine learning (ML) powered by elastic cloud computing have accelerated our ability to understand and analyze the huge amount of data generated by IoT. Now, edge computing has brought information technologies closer to the data source to lower latency and reduce costs. This book will teach you how to combine the technologies of edge computing, data analytics, and ML to deliver next-generation cyber-physical outcomes. You'll begin by discovering how to create software applications that run on edge devices with AWS IoT Greengrass. As you advance, you'll learn how to process and stream IoT data from the edge to the cloud and use it to train ML models using Amazon SageMaker. The book also shows you how to train these models and run them at the edge for optimized performance, cost savings, and data compliance. By the end of this IoT book, you'll be able to scope your own IoT workloads, bring the power of ML to the edge, and operate those workloads in a production setting. What you will learn Build an end-to-end IoT solution from the edge to the cloud Design and deploy multi-faceted intelligent solutions on the edge Process data at the edge through analytics and ML Package and optimize models for the edge using Amazon SageMaker Implement MLOps and DevOps for operating an edge-based solution Onboard and manage fleets of edge devices at scale Review edge-based workloads against industry best practices Who this book is for This book is for IoT architects and software engineers responsible for delivering analytical and machine learning–backed software solutions to the edge. AWS customers who want to learn and build IoT solutions will find this book useful. Intermediate-level experience with running Python ...
    Note: Online resource; Title from title page (viewed January 14, 2022) , Mode of access: World Wide Web.
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  • 21
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    Learn SOLIDWORKS 2022 - Second Edition (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801073097
    Language: English
    Pages: 1 online resource (676 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: Get to grips with leading 3D engineering and product design application to design robust 3D models and achieve CSWA and CSWP certification Key Features Gain comprehensive insights into the core aspects of 3D modeling's mechanical parts Learn how to generate assembly designs with both standard and advanced mates Discover design practices for both 2D as well as 3D modeling and prepare to achieve CSWP and CSWA certification Book Description SOLIDWORKS is the leading choice for 3D engineering and product design applications across industries such as aviation, automobile, and consumer product design. This book helps you to get up and running with SOLIDWORKS and understand each new concept and tool with the help of easy-to-follow exercises. You'll begin with the basics, exploring the software interface and finding out how to work with drawing files. The book then guides you through topics such as sketching, building complex 3D models, generating dynamic and static assemblies, and generating 2D engineering drawings to prepare you to take on any design project. You'll also work with practical exercises to get hands-on experience with creating sketches, 3D part models, assemblies, and drawings. To reinforce your understanding of SOLIDWORKS, the book is supplemented by downloadable files that will help you to understand the concepts and exercises more easily. Finally, you'll also work on projects for 3D modeling objects inspired by everyday life. By the end of this SOLIDWORKS book, you'll have gained the skills you need to create professional 3D mechanical models using SOLIDWORKS and be able to prepare effectively for the Certified SOLIDWORKS Associate (CSWA) and Certified SOLIDWORKS Professional (CSWP) exams. What you will learn Understand the fundamentals of SOLIDWORKS and parametric modeling Create professional 2D sketches as bases for 3D models using simple and advanced modeling techniques Use SOLIDWORKS drawing tools to generate standard engineering drawings Evaluate mass properties and materials for designing parts and assemblies Join different parts together to form static and dynamic assemblies Discover expert tips and tricks to generate different part and assembly configurations for your mechanical designs Who this book is for This book is for aspiring engineers, designers, makers, draftsmen, and hobbyists looking to get started with SOLIDWORKS and explore the software. Individuals who are interested in becoming Certified SOLIDWORKS Associates ...
    Note: Online resource; Title from title page (viewed January 31, 2022) , Mode of access: World Wide Web.
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  • 22
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    Microsoft Azure Fundamentals Certification and Beyond (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801073301
    Language: English
    Pages: 1 online resource (424 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Gain in-depth knowledge of Azure fundamentals that will make it easy for you to achieve AZ-900 certification Key Features Get fundamental knowledge of cloud concepts and the Microsoft Azure platform Explore practical exercises to gain experience of working with the Microsoft Azure platform in the real world Prepare to achieve AZ-900 certification on the first go with the help of simplified examples covered in the book Book Description This is the digital and cloud era, and Microsoft Azure is one of the top cloud computing platforms. It;s now more important than ever to understand how the cloud functions and the different services that can be leveraged across the cloud. This book will give you a solid understanding of cloud concepts and Microsoft Azure, starting by taking you through cloud concepts in depth, then focusing on the core Azure architectural components, solutions, and management tools. Next, you will understand security concepts, defense-in-depth, and key security services such as Network Security Groups and Azure Firewall, as well as security operations tooling such as Azure Security Center and Azure Sentinel. As you progress, you will understand how identity, governance, privacy, and compliance are managed in Azure. Finally, you will get to grips with cost management, service-level agreements, and service life cycles. Throughout, the book features a number of hands-on exercises to support the concepts, services, and solutions discussed. This provides you with a glimpse of real-world scenarios, before finally concluding with practice questions for AZ-900 exam preparation. By the end of this Azure book, you will have a thorough understanding of cloud concepts and Azure fundamentals, enabling you to pass the AZ-900 certification exam easily. What you will learn Explore cloud computing with Azure cloud Gain an understanding of the core Azure architectural components Acquire knowledge of core services and management tools on Azure Get up and running with security concepts, security operations, and protection from threats Focus on identity, governance, privacy, and compliance features Understand Azure cost management, SLAs, and service life cycles Who this book is for This Azure fundamentals book is both for those with technical backgrounds and non-technical backgrounds who want to learn and explore the field of cloud computing, especially with Azure. This book will also help anyone who wants to develop a good foundation for achieving a...
    Note: Online resource; Title from title page (viewed January 7, 2022) , Mode of access: World Wide Web.
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  • 23
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    Designing Hexagonal Architecture with Java (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801816489
    Language: English
    Pages: 1 online resource (460 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: A practical guide for software architects and Java developers to build cloud-native hexagonal applications using Java and Quarkus to create systems that are easier to refactor, scale, and maintain Key Features Learn techniques to decouple business and technology code in an application Apply hexagonal architecture principles to produce more organized, coherent, and maintainable software Minimize technical debts and tackle complexities derived from multiple teams dealing with the same code base Book Description Hexagonal architecture enhances developers' productivity by decoupling business code from technology code, making the software more change-tolerant, and allowing it to evolve and incorporate new technologies without the need for significant refactoring. By adhering to hexagonal principles, you can structure your software in a way that reduces the effort required to understand and maintain the code. This book starts with an in-depth analysis of hexagonal architecture's building blocks, such as entities, use cases, ports, and adapters. You'll learn how to assemble business code in the Domain hexagon, create features by using ports and use cases in the Application hexagon, and make your software compatible with different technologies by employing adapters in the Framework hexagon. Moving on, you'll get your hands dirty developing a system based on a real-world scenario applying all the hexagonal architecture's building blocks. By creating a hexagonal system, you'll also understand how you can use Java modules to reinforce dependency inversion and ensure the isolation of each hexagon in the architecture. Finally, you'll get to grips with using Quarkus to turn your hexagonal application into a cloud-native system. By the end of this hexagonal architecture book, you'll be able to bring order and sanity to the development of complex and long-lasting applications. What you will learn Find out how to assemble business rules algorithms using the specification design pattern Combine domain-driven design techniques with hexagonal principles to create powerful domain models Employ adapters to make the system support different protocols such as REST, gRPC, and WebSocket Create a module and package structure based on hexagonal principles Use Java modules to enforce dependency inversion and ensure isolation between software components Implement Quarkus DI to manage the life cycle of input and output ports Who this book is for This book is for software ar...
    Note: Online resource; Title from title page (viewed January 7, 2022) , Mode of access: World Wide Web.
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  • 24
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    Solutions Architect's Handbook - Second Edition (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801816618
    Language: English
    Pages: 1 online resource (588 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: From fundamentals and design patterns to the different strategies for creating secure and reliable architectures in AWS cloud, learn everything you need to become a successful solutions architect Key Features Transform business requirements into end-to-end technical architectures with this practical guide Assess and overcome the various challenges while updating or modernizing legacy applications Learn how to future-proof your architecture with IoT, machine learning, and quantum computing Book Description Solutions Architect's Handbook, Second Edition, takes a hands-on approach to helping you become a solutions architect. You will learn how to create robust, scalable, and fault-tolerant solutions and next-generation architecture designs in a cloud environment. This will help you build effective product strategies for your business and implement them from start to finish. The new edition incorporates new chapters on disruptive technologies, such Internet of Things (IoT), quantum computing, data engineering, and machine learning. It also includes updated discussions on cloud-native architecture, blockchain data storage, and mainframe modernization with public cloud. This book provides an understanding of solution architecture and how it fits into an agile enterprise environment. It will take you through the journey of solution architecture design by providing detailed knowledge of design pillars, advanced design patterns, anti-patterns, and the cloud-native aspects of modern software design. By the end of this book, you'll have learned techniques that enable you to create efficient architecture designs that meet your business requirements. What you will learn Explore the various roles of a solutions architect in the enterprise landscape Implement key design principles and patterns to build high-performance, cost-effective solutions Choose appropriate strategies to secure your architectures and increase their availability Modernize legacy applications with the help of cloud integration Understand big data processing, machine learning, IoT, and quantum computing, and how they fit into modern architecture Integrate a DevOps mindset to promote collaboration, increase operational efficiency, and streamline production Who this book is for This book is for software developers, system engineers, DevOps engineers, architects, and team leaders working in the information technology industry who aspire to become solutions architect professionals. It will al...
    Note: Online resource; Title from title page (viewed January 17, 2022) , Mode of access: World Wide Web.
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  • 25
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    The Definitive Guide to Modernizing Applications on Google Cloud (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800209794
    Language: English
    Pages: 1 online resource (488 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Get to grips with the tools, services, and functions needed for application migration to help you move from legacy applications to cloud-native on Google Cloud Key Features Discover how a sample legacy application can be transformed into a cloud-native application on Google Cloud Learn where to start and how to apply application modernization techniques and tooling Work with real-world use cases and instructions to modernize an application on Google Cloud Book Description Legacy applications, which comprise 75–80% of all enterprise applications, often end up being stuck in data centers. Modernizing these applications to make them cloud-native enables them to scale in a cloud environment without taking months or years to start seeing the benefits. This book will help software developers and solutions architects to modernize their applications on Google Cloud and transform them into cloud-native applications. This book helps you to build on your existing knowledge of enterprise application development and takes you on a journey through the six Rs: rehosting, replatforming, rearchitecting, repurchasing, retiring, and retaining. You'll learn how to modernize a legacy enterprise application on Google Cloud and build on existing assets and skills effectively. Taking an iterative and incremental approach to modernization, the book introduces the main services in Google Cloud in an easy-to-understand way that can be applied immediately to an application. By the end of this Google Cloud book, you'll have learned how to modernize a legacy enterprise application by exploring various interim architectures and tooling to develop a cloud-native microservices-based application. What you will learn Discover the principles and best practices for building cloud-native applications Study the six Rs of migration strategy and learn when to choose which strategy Rehost a legacy enterprise application on Google Compute Engine Replatform an application to use Google Load Balancer and Google Cloud SQL Refactor into a single-page application (SPA) supported by REST services Replatform an application to use Google Identity Platform and Firebase Authentication Refactor to microservices using the strangler pattern Automate the deployment process using a CI/CD pipeline with Google Cloud Build Who this book is for This book is for software developers and solutions architects looking to gain experience in modernizing their enterprise applications to run on Google Cloud and t...
    Note: Online resource; Title from title page (viewed January 6, 2022) , Mode of access: World Wide Web.
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  • 26
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    JavaScript DOM Projects for Interactive Dynamic Webpages (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803230245
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 49 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Explore how you can create amazing mini projects to learn JavaScript - grow your portfolio - expand your skills! About This Video Get started with JavaScript DOM coding and development Create fun interactive games and components with JavaScript Learn to detect collision between page elements with JavaScript DOM In Detail JavaScript can bring your web pages to life. Select page elements, make changes and update them as needed. Power up your web pages. Create amazing content on your pages, driven dynamically with JavaScript. Projects within this course are designed to help you learn more about JavaScript and interacting with the DOM. Learn by example, this course is loaded with fun projects to help you learn and prove what can be done with JavaScript. First is an introduction to the DOM and how JavaScript can create page interactions. Explore how to write JavaScript code, select page elements, and more. This course is loaded with useful projects to help you learn more about creating interactive and dynamic web content with JavaScript. The course covers the following topics: JavaScript projects DOM interactive Dynamic webpages Introduction to web development Course resource guide JavaScript starter projects DOM simple projects to start coding JavaScript DOM interactive components and useful projects JavaScript DOM fun projects Interactive DOM elements By the end of the course, you will be able to create interactive and dynamic web content with JavaScript. Who this book is for This course is for JavaScript developers, web designers, web application developers, web masters, and for anyone who wants to create fun web projects and someone who wants to learn more about JavaScript and the DOM. Beginner JavaScript knowledge is needed as the course covers only JavaScript relevant to the building of the game. Also, HTML and CSS knowledge is essential as the scope of this course is all focused-on JavaScript.
    Note: Online resource; Title from title screen (viewed January 19, 2022) , Mode of access: World Wide Web.
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  • 27
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    Designing React Hooks the Right Way (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803235950
    Language: English
    Pages: 1 online resource (278 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Get to grips with React Hooks and design your own custom Hook to manage application states for making better decisions in site architecture Key Features Get to grips with Hooks' design and understand each built-in Hook's pitfalls with examples Discover how to turn your existing code into a reusable Hook via code refactoring Explore design solutions to identify and solve site performance issues involving Hooks Book Description React hook creates a unique solution for using states in function components to orchestrate UI communication. They provide you with an easy interface to write custom data management solutions with low development and maintenance costs. Understanding how Hooks are designed enables you to use them more effectively, and this book helps you to do just that. This book starts with a custom-crafted solution to reveal why Hooks are needed in the first place. You will learn about the React engine and discover how each built-in Hook can manage a persistent value by hooking into it. You will walk through the design and implementation of each hook with code so that you gain a solid understanding. Finally, you'll get to grips with each Hook's pitfalls and find out how to effectively overcome them. By the end of this React book, you'll have gained the confidence to build and write Hooks for developing functional and efficient web applications at scale. What you will learn Create your own hooks to suit your state management requirement Detect the current window size of your website using useEffect Debounce an action to improve user interface (UI) performance using useMemo Establish a global site configuration using useContext Avoid hard-to-find application memory leaks using useRef Design a simple and effective API data layer using custom Hooks Who this book is for This book is for web developers who are looking for a consistent and efficient approach for applying application states with Hooks. Basic knowledge of React will help you to get the most out of this book.
    Note: Online resource; Title from title page (viewed January 11, 2022) , Mode of access: World Wide Web.
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    Design Innovative Robots with LEGO SPIKE Prime (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801811576
    Language: English
    Pages: 1 online resource (264 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Discover how to use the LEGO SPIKE Prime kit and boost your confidence in robotics, coding, and engineering Key Features Get up and running with new parts not seen in previous LEGO kits Gain deeper insights into non-compatible sensors and components that work with all prior LEGO components and third-party elements Explore new features and experiment with new robot builds with LEGO's new coding platform Book Description The new LEGO SPIKE Prime is one of the latest additions to the LEGO robotics line of products. This book will help you to enjoy building robots and understand how exciting robotics can be in terms of design, coding, and the expression of ideas. The book begins by taking you through a new realm of playful learning experiences designed for inventors and creators of any age. In each chapter, you'll find out how to build a creative robot, learn to bring the robot to life through code, and finally work with exercises to test what you've learned and remix the robot to suit your own unique style. Throughout the chapters, you'll build exciting new smart robots such as a handheld game, a robotic arm with a joystick, a guitar, a flying bird, a sumobot, a dragster, and a Simon Says game. By the end of this LEGO book, you'll have gained the knowledge and skills you need to build any robot that you can imagine. What you will learn Discover how the LEGO SPIKE Prime kit works, and explore its parts and the elements inside them Build and design robots that go beyond basic robotic designs Create interactive robots with the help of sensors Explore real-world robots and learn how to build them by yourself Find out challenging ways to remix build ideas with your own imagination and skills Develop coding skills using the Scratch programming interface Who this book is for This book is for robot enthusiasts, LEGO lovers, hobbyists, educators, students, and anyone looking to learn about the new LEGO SPIKE Prime kit. The book is designed to go beyond the basic builds to intermediate and advanced builds, while also helping you to learn how to add your own personal touch to the builds and code. To make the most of this book, you'll need a basic understanding of build techniques, coding in block-based software environments, and weaving them together to create unique robot builds.
    Note: Online resource; Title from title page (viewed January 6, 2022) , Mode of access: World Wide Web.
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  • 29
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    Cybersecurity Leadership Demystified (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801819282
    Language: English
    Pages: 1 online resource (274 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Gain useful insights into cybersecurity leadership in a modern-day organization with the help of use cases Key Features Discover tips and expert advice from the leading CISO and author of many cybersecurity books Become well-versed with a CISO's day-to-day responsibilities and learn how to perform them with ease Understand real-world challenges faced by a CISO and find out the best way to solve them Book Description The chief information security officer (CISO) is responsible for an organization's information and data security. The CISO's role is challenging as it demands a solid technical foundation as well as effective communication skills. This book is for busy cybersecurity leaders and executives looking to gain deep insights into the domains important for becoming a competent cybersecurity leader. The book begins by introducing you to the CISO's role, where you'll learn key definitions, explore the responsibilities involved, and understand how you can become an efficient CISO. You'll then be taken through end-to-end security operations and compliance standards to help you get to grips with the security landscape. In order to be a good leader, you'll need a good team. This book guides you in building your dream team by familiarizing you with HR management, documentation, and stakeholder onboarding. Despite taking all that care, you might still fall prey to cyber attacks; this book will show you how to quickly respond to an incident to help your organization minimize losses, decrease vulnerabilities, and rebuild services and processes. Finally, you'll explore other key CISO skills that'll help you communicate at both senior and operational levels. By the end of this book, you'll have gained a complete understanding of the CISO's role and be ready to advance your career. What you will learn Understand the key requirements to become a successful CISO Explore the cybersecurity landscape and get to grips with end-to-end security operations Assimilate compliance standards, governance, and security frameworks Find out how to hire the right talent and manage hiring procedures and budget Document the approaches and processes for HR, compliance, and related domains Familiarize yourself with incident response, disaster recovery, and business continuity Get the hang of tasks and skills other than hardcore security operations Who this book is for This book is for aspiring as well as existing CISOs. This book will also help cybersecurity leaders and sec...
    Note: Online resource; Title from title page (viewed January 7, 2022) , Mode of access: World Wide Web.
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    Visual Studio Code for C# Developers (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803230276
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn the most in-demand IDE currently among the programmers’ community. Acquire the skill of editing the source code in an efficient way, especially inclined towards C# developers. About This Video Master editing the C# files and code faster to dramatically improve your productivity Learn to install, debugging tools, options available, and use extensions to power up the VS Code Build your own snippets to extend the programming experience even further in a step-by-step approach In Detail Visual Studio Code is the #1 IDE among the programmers’ community. The usage of VS Code has increased exponentially in recent years. Companies such as Facebook, Google, Microsoft, and many others use Visual Studio Code to do development in various programming languages at a large scale. You will be learning these VS Code concepts from scratch in this course. You will get started with Visual Studio Code and create your first C# project. Then master editing and know how to navigate better in Visual Studio Code. After that, you will get to know Intellisense and use extensions in VS Code. Post that, you will learn to debug in Visual Studio Code, and master Git and GitHub usage for your C# projects. Finally, you will learn Visual Studio Code workspaces, and build snippets in Visual Studio Code. By the end of this course, you will have a strong foundation in using Visual Studio Code for C# programming. This course will provide significant knowledge of using Visual Studio Code for your next C# project. You will be certain to use the learned concepts with ease by following a step-by-step approach. You will be confident to instantly apply the IDE tips covered in the course. Who this book is for This course is ideal for beginner C# programmers, who are starting out with programming. This course will provide you with a strong foundation on using Visual Studio Code for C# programming. Experienced C# programmers, who are looking to switch to Visual Studio Code from another IDE will also be benefitted. Basic knowledge of C# programming will be helpful. Apart from this, a basic knowledge of Git will be helpful for the Git section, but not mandator
    Note: Online resource; Title from title screen (viewed January 28, 2022) , Mode of access: World Wide Web.
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    Python Foundation - Quick Jump Start for Programmers (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803232379
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 17 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Expand your coding skills and become a fluent and independent Python programmer About This Video Learn Python 3 programming language basics and fundamentals Learn and improve programming skills with more than 100 coding exercises Work on a micro-project challenge to solve a more significant problem In Detail Python is an excellent language to start programming with; it is powerful and easy to get started with. You can see results and run the code right away and most computers require truly little setup to start coding. This course is divided into four parts. You will first learn the basics and fundamentals of Python programming then improve with the help of practice exercises, work with the coding challenge, and finally implement all your learning to solve a project challenge. In the first part, with the help of video lectures and working examples, you will learn the language and its features that will help you build a solid foundation. In the second part, we will start practicing what we learned by doing simple practice exercises. These exercises will be super simple, and they will help you perfect and play with what you learned in the given section. The third part is to solve some complex coding challenges. These challenges will present you with a random problem combining everything that you learned in the previous sections. The fourth and final step is to apply everything you have learned and solve a business problem with the help of a micro-project. By the end of this course, you will be ready to work on real-world Python projects. Who this book is for This course is designed for beginners and experienced programmers new to Python programming who want to learn or improve their Python programming skills. Basic programming understanding is required.
    Note: Online resource; Title from title screen (viewed January 19, 2022) , Mode of access: World Wide Web.
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    Mastering QuickBooks® 2022 - Third Edition (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803244280
    Language: English
    Pages: 1 online resource (478 pages)
    Edition: 3rd edition
    Keywords: Electronic books
    Abstract: This third edition of the bestselling Mastering QuickBooks® is updated for 2022 and now goes above and beyond the topics covered on the QuickBooks Certified User (QBCU) exam Key Features Learn QuickBooks Online (QBO) from scratch and get confident with best practices Fully revised with the latest updates to QuickBooks Online Brush up with everything you need to prepare for the QBCU exam Book Description Handling the financial side of your growing business requires expertise. What if there's an easier path to manage accounting and track profits? With Mastering QuickBooks® 2022, Third Edition, you can build the perfect budget, simplify tax return preparation, manage inventory, track job costs, generate income statements and financial reports, and perform all accounting-related tasks with ease. Crystalynn Shelton is an experienced Certified Public Accountant and Advanced Certified QuickBooks ProAdvisor who will guide you through using QuickBooks Online, from setup to core features and beyond. This new edition has every chapter revised to cover a range of new features and updates available, including smart invoicing and cash flow projections. You'll learn how to create multilingual invoices, track mileage, work with a cash flow dashboard that helps you with cash forecasting and planning reports, and upload batches of bills and checks. You'll also learn how to manage sales tax, including how to set up, collect, track, pay, and report sales tax payments. In addition to this, you'll explore how to export reports to Google Sheets, use the custom chart builder, import budgets, and perform smart reporting. By the end of this book, you'll be well-versed with QuickBooks and have the confidence to manage all your bookkeeping tasks with ease. What you will learn Get to grips with bookkeeping concepts and the typical bookkeeping and financial accounting cycle Set up QuickBooks for both product-based and service-based businesses Discover the new features of QBO and find out what the QBO line-up offers Track everything from billable and non-billable time and expenses to profit Generate key financial reports for accounts, customers, jobs, and invoice items Understand the complete QuickBooks payroll process and track payments made to 1099 contractors Manage various bank and credit card accounts linked to your business Who this book is for This QuickBooks book is for small business owners, bookkeepers, and accounting students who want to learn QuickBooks Online a...
    Note: Online resource; Title from title page (viewed January 31, 2022) , Mode of access: World Wide Web.
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    Kotlin Design Patterns and Best Practices - Second Edition (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801815727
    Language: English
    Pages: 1 online resource (356 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: Improve the scalability and maintainability of your applications by implementing a variety of design patterns using Kotlin Key Features Understand traditional and modern design patterns to improve the design of your application Combine the benefits of object-oriented, functional, reactive, and concurrent programming Choose the best microservices architecture and frameworks for your web application Book Description Design patterns are well-known solutions to common architectural problems as they allow you to solve many problems efficiently and create a shared vocabulary between developers. This book shows you how easy it can be to implement traditional design patterns in the modern multi-paradigm Kotlin programming language, and takes you through the new patterns and paradigms that have emerged. This second edition is updated to cover the changes introduced from Kotlin 1.2 up to 1.5 and focuses more on the idiomatic usage of coroutines, which have become a stable language feature. You'll begin by learning about the practical aspects of smarter coding in Kotlin, and will understand basic Kotlin syntax and the impact of design patterns on your code. The book also provides an in-depth explanation of the classical design patterns, such as Creational, Structural, and Behavioral families, before moving on to functional programming. You'll go through reactive and concurrent patterns, and finally, get to grips with coroutines and structured concurrency to write performant, extensible, and maintainable code. By the end of this Kotlin book, you'll have explored the latest trends in architecture and design patterns for microservices, as well as understanding the tradeoffs when choosing between different architectures. What you will learn Implement all the classical design patterns using the Kotlin programming language Apply reactive and concurrent design patterns to make your application more scalable Discover best practices in Kotlin and explore its new features Understand the key principles of functional programming and learn how they apply to Kotlin Find out how to write idiomatic Kotlin code and learn which patterns to avoid Harness the power of Kotlin to design concurrent and reliable systems with ease Create an effective microservice with Kotlin and the Ktor framework Who this book is for This book is for developers looking to apply design patterns they've learned from other languages in Kotlin to build reliable, scalable, and maintainable applicati...
    Note: Online resource; Title from title page (viewed January 21, 2022) , Mode of access: World Wide Web.
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  • 34
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    Elevating React Web Development with Gatsby (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800209091
    Language: English
    Pages: 1 online resource (314 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Learn how to create SEO-friendly, powerful static websites using Gatsby by harnessing the power of React Key Features Understand how to use Gatsby to build, test, and deploy an end-to-end website and manage SEO Build reusable templates to streamline your workflows Create plugins, add authentication, and work with real-time data Book Description Gatsby is a powerful React static site generator that enables you to create lightning-fast web experiences. With the latest version of Gatsby, you can combine your static content with server-side rendered and deferred static content to create a fully rounded application. Elevating React Web Development with Gatsby provides a comprehensive introduction for anyone new to GatsbyJS and will help you get up to speed in no time. Complete with hands-on tutorials and projects, this easy-to-follow guide starts by teaching you the core concepts of GatsbyJS. You'll then discover how to build performant, accessible, and scalable websites with the GatsbyJS framework. Once you've worked through the practical projects in the book, you'll be able to build anything from a personal website to large-scale applications with authentication and make your site rise through those SEO rankings. By the end of this Gatsby development book, you'll be well-versed in every aspect of the tool's performance and accessibility and have learned how to build client websites that your users will love. What you will learn Understand what GatsbyJS is, where it excels, and how to use it Structure and build a GatsbyJS site with confidence Elevate your site with an industry-standard approach to styling Configure your GatsbyJS projects with search engine optimization to improve their ranking Get to grips with advanced GatsbyJS concepts to create powerful and dynamic sites Supercharge your site with translations for a global audience Discover how to use third-party services that provide interactivity to users Who this book is for This book is for web developers who want to use GatsbyJS with React to build better static and dynamic client-side apps. Prior experience of working with React basics is necessary. Knowledge of Node.js fundamentals will help you to get the most out of this web development book.
    Note: Online resource; Title from title page (viewed January 21, 2022) , Mode of access: World Wide Web.
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    Digital Transformation and Modernization with IBM API Connect (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801070799
    Language: English
    Pages: 1 online resource (588 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Successfully execute a strategic roadmap of digital transformation and modernize your enterprise with a proven API-led agile implementation approach by unlocking the full range of features in IBM API Connect Version 10 Key Features Explore techniques to design and deliver valuable customer-centric APIs using API Connect Manage your APIs with improved security and optimal performance across many channels Uncover hidden capabilities that help improve business agility and management within your API ecosystem Book Description IBM API Connect enables organizations to drive digital innovation using its scalable and robust API management capabilities across multi-cloud and hybrid environments. With API Connect's security, flexibility, and high performance, you'll be able to meet the needs of your enterprise and clients by extending your API footprint. This book provides a complete roadmap to create, manage, govern, and publish your APIs. You'll start by learning about API Connect components, such as API managers, developer portals, gateways, and analytics subsystems, as well as the management capabilities provided by CLI commands. You'll then develop APIs using OpenAPI and discover how you can enhance them with logic policies. The book shows you how to modernize SOAP and FHIR REST services as secure APIs with authentication, OAuth2/OpenID, and JWT, and demonstrates how API Connect provides safeguards for GraphQL APIs as well as published APIs that are easy to discover and well documented. As you advance, the book guides you in generating unit tests that supplement DevOps pipelines using Git and Jenkins for improved agility, and concludes with best practices for implementing API governance and customizing API Connect components. By the end of this book, you'll have learned how to transform your business by speeding up the time-to-market of your products and increase the ROI for your enterprise. What you will learn Use API Connect to create, manage, and publish customer-centric, API-led solutions Run CLI commands to manage API configuration and deployments Create REST, SOAP, and GraphQL APIs securely using OpenAPI Support OAuth and JWT security methods using policies Create custom policies to supplement security Apply built-in policies to transform payloads Use CLIs and unit testing hooks within DevOps pipelines Find out how to customize Analytics dashboards and Portal User Interface Who this book is for This book is for developers and architects who w...
    Note: Online resource; Title from title page (viewed January 14, 2022) , Mode of access: World Wide Web.
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    The Machine Learning Solutions Architect Handbook (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801072168
    Language: English
    Pages: 1 online resource (440 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Build highly secure and scalable machine learning platforms to support the fast-paced adoption of machine learning solutions Key Features Explore different ML tools and frameworks to solve large-scale machine learning challenges in the cloud Build an efficient data science environment for data exploration, model building, and model training Learn how to implement bias detection, privacy, and explainability in ML model development Book Description With a highly scalable machine learning (ML) platform, organizations can quickly scale the delivery of ML products for faster business value realization, so there is a huge demand for skilled ML solutions architects in different industries. This hands-on ML book takes you through the design patterns, architectural considerations, and the latest technology that you need to know to become a successful ML solutions architect. You'll start by understanding ML fundamentals and how ML can be applied to real-world business problems. Once you've explored some of the leading ML algorithms for solving different types of problems, the book will help you get to grips with data management and using ML libraries such as TensorFlow and PyTorch. You'll learn how to use open source technology such as Kubernetes/Kubeflow to build a data science environment and ML pipelines and then advance to building an enterprise ML architecture using Amazon Web Services (AWS) services. You'll then cover security and governance considerations, advanced ML engineering techniques, and how to apply bias detection, explainability, and privacy in ML model development. Finally, you'll get acquainted with AWS AI services and their applications in real-world use cases. By the end of this book, you'll be able to design and build an ML platform to support common use cases and architecture patterns. What you will learn Apply ML methodologies to solve business problems Design a practical enterprise ML platform architecture Implement MLOps for ML workflow automation Build an end-to-end data management architecture using AWS Train large-scale ML models and optimize model inference latency Create a business application using an AI service and a custom ML model Use AWS services to detect data and model bias and explain models Who this book is for This book is for data scientists, data engineers, cloud architects, and machine learning enthusiasts who want to become machine learning solutions architects. Basic knowledge of the Python programming langu...
    Note: Online resource; Title from title page (viewed January 21, 2022) , Mode of access: World Wide Web.
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    Sculpting the Blender Way (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801073875
    Language: English
    Pages: 1 online resource (502 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Get started with the latest sculpting features in Blender 3D and learn key sculpting workflows such as Dynotopo, Voxel Remesher, QuadriFlow, and Multiresolution Key Features Use Blender's core sculpting workflows: basic sculpting, Dynotopo, Voxel Remesher, QuadriFlow, and Multiresolution Learn how to use and customize Blender's sculpting brushes to create fantastic art effortlessly Explore common techniques in Blender 3.0 for creating facial features, clothing, accessories, and more Book Description Blender 3D is a free and open source program that can be used for every part of the 3D production pipeline. It has several robust feature sets for creating 3D art that have contributed to its rising popularity in the last few years. Sculpting is perhaps the most enjoyable and artistic method for creating 3D art as it relies less on technical knowledge and focuses on artistic brushes. The latest release of Blender makes the sculpting feature set more powerful than ever, so now is an excellent time to learn it! This book covers the expansive list of features in the Blender 2.93 LTS release, as well as the exciting all-new Blender 3.0 release. This book will be an excellent resource for professionals who need a production-ready long-term support release of the software, as well as hobbyists looking for a cutting-edge experience. Sculpting the Blender Way will demonstrate how to navigate Blender's user interface and take you through the core workflows. You'll gain a detailed understanding of how the sculpting features work, including basic sculpting, Dyntopo, the Voxel Remesher, QuadriFlow, and Multiresolution. This Blender book will cover a wide range of brushes, as well as all of the latest additions to the sculpting feature set, such as Face Sets, Mesh Filters, and the Cloth brush. You'll learn how to customize these brushes and features to create fantastic 3D sculptures that you can share with the ever-growing Blender community. By the end of this book, you'll have gained a complete understanding of the core sculpting workflows and be able to use Blender to bring your digital characters to life. What you will learn Configure your graphics tablet for use in 3D sculpting Set up Blender's user interface for sculpting Understand the core sculpting workflows Get the hang of using Blender's basic sculpting brushes Customize brushes for more advanced workflows Explore high-resolution details with brush alphas and Multiresolution Try out the all-new Cloth ...
    Note: Online resource; Title from title page (viewed January 28, 2022) , Mode of access: World Wide Web.
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    Speed Up Your Python with Rust (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801811446
    Language: English
    Pages: 1 online resource (384 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Discover how to inject your code with highly performant Rust features to develop fast and memory-safe applications Key Features Learn to implement Rust in a Python system without altering the entire system Write safe and efficient Rust code as a Python developer by understanding the essential features of Rust Build Python extensions in Rust by using Python NumPy modules in your Rust code Book Description Python has made software development easier, but it falls short in several areas including memory management that lead to poor performance and security. Rust, on the other hand, provides memory safety without using a garbage collector, which means that with its low memory footprint, you can build high-performant and secure apps relatively easily. However, rewriting everything in Rust can be expensive and risky as there might not be package support in Rust for the problem being solved. This is where Python bindings and pip come in. This book will help you, as a Python developer, to start using Rust in your Python projects without having to manage a separate Rust server or application. Seeing as you'll already understand concepts like functions and loops, this book covers the quirks of Rust such as memory management to code Rust in a productive and structured manner. You'll explore the PyO3 crate to fuse Rust code with Python, learn how to package your fused Rust code in a pip package, and then deploy a Python Flask application in Docker that uses a private Rust pip module. Finally, you'll get to grips with advanced Rust binding topics such as inspecting Python objects and modules in Rust. By the end of this Rust book, you'll be able to develop safe and high-performant applications with better concurrency support. What you will learn Explore the quirks of the Rust programming language that a Python developer needs to understand to code in Rust Understand the trade-offs for multiprocessing and thread safety to write concurrent code Build and manage a software project with cargo and crates Fuse Rust code with Python so that Python can import and run Rust code Deploy a Python Flask application in Docker that utilizes a private Rust pip module Inspect and create your own Python objects in Rust Who this book is for This book is for Python developers who want to speed up their Python code with Rust and implement Rust in a Python system without altering the entire system. You'll be able to learn about all topics relating to Rust programming. Basic know...
    Note: Online resource; Title from title page (viewed January 21, 2022) , Mode of access: World Wide Web.
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    NetSuite for Consultants (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801818773
    Language: English
    Pages: 1 online resource (320 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Get hands-on with NetSuite implementation, customization, and integration services for automating operations and accelerating business growth Key Features Understand how to take a new client from the kickoff meeting through to their go live and beyond in the fastest possible time Explore the new innovations in NetSuite 2021 and leading practices for ERP and CRM consultants Avoid the common pitfalls that consultants can run into when implementing NetSuite Book Description Used by thousands of organizations worldwide, NetSuite's customer and financial management solutions expedite daily financial transactions, accelerate the financial close, ensure compliance, and so much more. With companies around the world choosing to run their business on this cloud-based SaaS solution, the demand for NetSuite professionals is ever increasing. This book takes a hands-on approach to help you grasp the implementation and associated methodologies in no time. You'll start by exploring what NetSuite is, how it works, and how accounts, support, and updates work within its ecosystem. Understanding a business' requirements is a critical first step toward completing any software product implementation, so you'll learn how to write business requirements by learning about the various departments, roles, and processes in the client's organization. Once you've developed a solid understanding of NetSuite and your client, you can apply your knowledge to configure accounts and test everything with the users. Finally, you'll get to grips with managing both functional and technical issues that arise post-implementation and learn how to handle them like a professional. By the end of this book, you'll have gained the knowledge necessary to implement NetSuite for businesses and get things up and running in the shortest possible time. What you will learn Understand the NetSuite ecosystem, including its main modules, the platform, and related features Explore the fundamentals of NetSuite and get ready to implement it in any organization Discover how to manage gaps, data migration, and integrations with NetSuite Find out how to minimize disruptions in finance as you migrate to NetSuite Understand the steps to configure your organization's account and how development and testing fit into the implementation schedule Refine your skills with NetSuite tips and tricks and make each implementation process a success Who this book is for This book is for consultants (or any NetSuite users) ...
    Note: Online resource; Title from title page (viewed January 7, 2022) , Mode of access: World Wide Web.
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    Mastering Defensive Security (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800208162
    Language: English
    Pages: 1 online resource (528 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: An immersive learning experience enhanced with technical, hands-on labs to understand the concepts, methods, tools, platforms, and systems required to master the art of cybersecurity Key Features Get hold of the best defensive security strategies and tools Develop a defensive security strategy at an enterprise level Get hands-on with advanced cybersecurity threat detection, including XSS, SQL injections, brute forcing web applications, and more Book Description Every organization has its own data and digital assets that need to be protected against an ever-growing threat landscape that compromises the availability, integrity, and confidentiality of crucial data. Therefore, it is important to train professionals in the latest defensive security skills and tools to secure them. Mastering Defensive Security provides you with in-depth knowledge of the latest cybersecurity threats along with the best tools and techniques needed to keep your infrastructure secure. The book begins by establishing a strong foundation of cybersecurity concepts and advances to explore the latest security technologies such as Wireshark, Damn Vulnerable Web App (DVWA), Burp Suite, OpenVAS, and Nmap, hardware threats such as a weaponized Raspberry Pi, and hardening techniques for Unix, Windows, web applications, and cloud infrastructures. As you make progress through the chapters, you'll get to grips with several advanced techniques such as malware analysis, security automation, computer forensics, and vulnerability assessment, which will help you to leverage pentesting for security. By the end of this book, you'll have become familiar with creating your own defensive security tools using IoT devices and developed advanced defensive security skills. What you will learn Become well versed with concepts related to defensive security Discover strategies and tools to secure the most vulnerable factor – the user Get hands-on experience using and configuring the best security tools Understand how to apply hardening techniques in Windows and Unix environments Leverage malware analysis and forensics to enhance your security strategy Secure Internet of Things (IoT) implementations Enhance the security of web applications and cloud deployments Who this book is for This book is for IT professionals, including systems administrators, programmers, IT architects, solution engineers, system analysts, data scientists, DBAs, and any IT expert looking to explore the fascinating world of cyb...
    Note: Online resource; Title from title page (viewed January 6, 2022) , Mode of access: World Wide Web.
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    Hands-On Data Preprocessing in Python (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801072137
    Language: English
    Pages: 1 online resource (602 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: This book will make the link between data cleaning and preprocessing to help you design effective data analytic solutions Key Features Develop the skills to perform data cleaning, data integration, data reduction, and data transformation Get ready to make the most of your data with powerful data transformation and massaging techniques Perform thorough data cleaning, such as dealing with missing values and outliers Book Description Data preprocessing is the first step in data visualization, data analytics, and machine learning, where data is prepared for analytics functions to get the best possible insights. Around 90% of the time spent on data analytics, data visualization, and machine learning projects is dedicated to performing data preprocessing. This book will equip you with the optimum data preprocessing techniques from multiple perspectives. You'll learn about different technical and analytical aspects of data preprocessing – data collection, data cleaning, data integration, data reduction, and data transformation – and get to grips with implementing them using the open source Python programming environment. This book will provide a comprehensive articulation of data preprocessing, its whys and hows, and help you identify opportunities where data analytics could lead to more effective decision making. It also demonstrates the role of data management systems and technologies for effective analytics and how to use APIs to pull data. By the end of this Python data preprocessing book, you'll be able to use Python to read, manipulate, and analyze data; perform data cleaning, integration, reduction, and transformation techniques; and handle outliers or missing values to effectively prepare data for analytic tools. What you will learn Use Python to perform analytics functions on your data Understand the role of databases and how to effectively pull data from databases Perform data preprocessing steps defined by your analytics goals Recognize and resolve data integration challenges Identify the need for data reduction and execute it Detect opportunities to improve analytics with data transformation Who this book is for Junior and senior data analysts, business intelligence professionals, engineering undergraduates, and data enthusiasts looking to perform preprocessing and data cleaning on large amounts of data will find this book useful. Basic programming skills, such as working with variables, conditionals, and loops, along with beginner-level ...
    Note: Online resource; Title from title page (viewed January 21, 2022) , Mode of access: World Wide Web.
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    Google Cloud Certified Professional Cloud Network Engineer Guide (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801072694
    Language: English
    Pages: 1 online resource (406 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Gain practical skills to design, deploy, and manage networks on Google Cloud and prepare to gain Professional Cloud Network Engineer certification Key Features Gain hands-on experience in implementing VPCs, hybrid connectivity, network services, and security Establish a secure network architecture by learning security best practices Leverage this comprehensive guide to gain Professional Cloud Network Engineer certification Book Description Google Cloud, the public cloud platform from Google, has a variety of networking options, which are instrumental in managing a networking architecture. This book will give you hands-on experience of implementing and securing networks in Google Cloud Platform (GCP). You will understand the basics of Google Cloud infrastructure and learn to design, plan, and prototype a network on GCP. After implementing a Virtual Private Cloud (VPC), you will configure network services and implement hybrid connectivity. Later, the book focuses on security, which forms an important aspect of a network. You will also get to grips with network security and learn to manage and monitor network operations in GCP. Finally, you will learn to optimize network resources and delve into advanced networking. The book also helps you to reinforce your knowledge with the help of mock tests featuring exam-like questions. By the end of this book, you will have gained a complete understanding of networking in Google Cloud and learned everything you need to pass the certification exam. What you will learn Understand the fundamentals of Google Cloud architecture Implement and manage network architectures in Google Cloud Platform Get up to speed with VPCs and configure VPC networks, subnets, and routers Understand the command line interface and GCP console for networking Get to grips with logging and monitoring to troubleshoot network and security Use the knowledge you gain to implement advanced networks on GCP Who this book is for This Google Cloud certification book is for cloud network engineers, cloud architects, cloud engineers, administrators, and anyone who is looking to design, implement, and manage network architectures in Google Cloud Platform. You can use this book as a guide for passing the Professional Cloud Network Engineer certification exam. You need to have at least a year of experience in Google Cloud, basic enterprise-level network design experience, and a fundamental understanding of Cloud Shell to get started with this book.
    Note: Online resource; Title from title page (viewed January 13, 2022) , Mode of access: World Wide Web.
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    What’s New in .NET 6 and C# 10 (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803234311
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Stay updated and level up your skills with the new .NET 6 features, C# 10 features, Hot Reload, .NET Upgrade Assistant, NET Interactive Assistant, and more About This Video Keep yourself updated with new features introduced in .NET 6 and C# 10 Each lesson in this course is bite-sized and easy to finish Practice activities are shared to improve code-writing skills with new features In Detail .NET is one of the most popular frameworks used to develop web, desktop, and mobile applications. The usage of C# has dramatically increased in recent times for productive development. Companies such as StackOverflow, UPS, GE Aviation, and Siemens use .NET as the framework for their software development. In this course, you will get familiarized with the new features introduced in .NET 6 and C# 10. We will cover topics such as What’s New in .NET 6, What’s New in C# 10, Hot Reload, .NET Upgrade Assistant, .NET Interactive Assistant, and some more advanced features in .NET 6. This course provides 2 hours of content along with practice activities. To help you better, it follows a step-by-step approach for learning new features introduced in .NET 6 and C# 10. By the end of this course, you will be aware of the new features introduced in .NET 6 and C# 10 and will be ready to apply the new features in your existing or new projects. Who this book is for This course will be beneficial for developers who use C# as their primary programming language, and architects who want to keep updated on the latest happenings in the development community. You should know C# basics to understand the new concepts covered in the course and Visual Studio Code or Visual Studio to try out the new concepts you learn from this course.
    Note: Online resource; Title from title screen (viewed January 25, 2022) , Mode of access: World Wide Web.
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    Create Your Own VirtualBox Windows Server Lab from Scratch! (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803243337
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to build and work with VMs (Virtual Machines) using VirtualBox running Windows 10 and Windows Server 2016 About This Video Create your own Windows 10 and Server 2016 virtualized lab from scratch Learn to set up a Sandbox virtual testing environment LAN Explore the basics of virtualization along with the setting and features of a VirtualBox In Detail In this course, you will get a step-by-step explanation of how you can use VirtualBox, a free virtualization software platform, to create your own virtualized lab on your home computer that is isolated from your physical network, which is perfect for expanding your knowledge of Windows. We will cover the basics of virtualization, how to install and use VirtualBox, how to create virtual machines, how to Install Windows 10, how to Install Windows Server 2016, how to set up a Sandbox internal test network, Microsoft Active Directory fundamentals, how to install and configure Active Directory, and finally, how to install and configure DHCP in Windows Server 2016. Once you complete this course, you will know exactly how to use VirtualBox to create your own Windows 10 and Server 2016 virtualized lab. Who this book is for This course is designed for aspiring and inexperienced IT professionals. Anyone wanting to expand their knowledge of VirtualBox virtualization or Windows 10 and Windows Server 2016 will benefit from this course.
    Note: Online resource; Title from title screen (viewed January 12, 2022) , Mode of access: World Wide Web.
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    Learn HTML - Master HTML 5 from Scratch with Hands-On Course (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803243382
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Be a part of the beginner-friendly course on HTML. This course is designed for absolute beginners who want to build their webpages with a hands-on approach. About This Video Get access to all the resources such as PPT, images, and coding files such as .html used in this course Learn from compact, high-quality, and engaging content, making the learning phase more enjoyable Study how to create HTML forms, apply HTML graphics using examples, and HTML media in brief In Detail HTML is an acronym that stands for HyperText Markup Language. Markup languages are different from programming languages. Where programming languages help us modify data, we use markup language to determine how elements are displayed on a webpage. HTML has a simple, text-based structure that’s easy for beginners to learn and understand. HTML is used in building the front end of the website. It is referred to as the foundational language of the web and constitutes the basic structure of all modern websites. The course starts with an introduction to the Internet, Domain, IP address, and browsers. After that, you will install Visual Studio Code and get introduced to HTML and its basics. You will look at the various HTML versions and ways of formatting such as style, comments, colors, and more. Next, you will get introduced to class, ID, and layout. Finally, you will learn about forms in HTML, look at HTML graphics, and understand HTML media in detail. By the end of this course, you will have learned the advanced concepts of HTML 5, which will help you beautify websites and gain enough confidence to explore/enter the creative world of User Interface. Who this book is for This course is designed for anyone interested in learning web development and how to create web pages. The beginner- to intermediate-level developers who want to learn and create beautiful websites would also benefit from this course. No prior knowledge of HTML is required. Some basic computer and programming skills are necessary but not mandatory.
    Note: Online resource; Title from title screen (viewed January 31, 2022) , Mode of access: World Wide Web.
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    Docker, DevOps, and Kubernetes for Absolute Beginner (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803231785
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 52 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Start your DevOps journey by learning and building containers using Docker, Kubernetes, and DevOps About This Video Learn Docker and orchestration tools such as Docker Swarm and Kubernetes Learn how to build containers using Docker, Kubernetes, and DevOps Get to grips with the fundamentals of containerization tools In Detail Docker is a software platform for building applications based on containers small and lightweight execution environments that make shared use of the operating system kernel but otherwise run-in isolation from one another. Docker packages software into standardized units called containers that have everything the software needs to run including libraries, system tools, code, and runtime. Containers simplify the delivery of distributed applications and have become increasingly popular as organizations shift to cloud-native development and hybrid multi-cloud environments. Today, Docker, and its open-source father now named Moby, is bigger than ever. According to Docker, over 3.5 million applications have been placed in containers using Docker technology and over 37 billion containerized applications have been downloaded. In this course, you will cover an introduction to DevOps; various stages of DevOps; docker architecture; images and containers; introduction to docker file and volume; introduction to orchestration and AWS ECS; introduction to Kubernetes; and lastly introduction to Docker swarm. By the end of this course, you will be able to build containers using Docker, Kubernetes, and DevOps easily. Who this book is for This course is designed for any student who wants to work as a software developer or wants to be a sysadmin or cloud infrastructure engineer. Anyone working as a cloud developer can also benefit from the course. No prior knowledge is required, just the basic understanding of the terminal, and should know the usage of the command line.
    Note: Online resource; Title from title screen (viewed January 31, 2022) , Mode of access: World Wide Web.
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    Supercharge Your Applications with GraalVM (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800564909
    Language: English
    Pages: 1 online resource (356 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Understand the internals and architecture of GraalVM with the help of hands-on experiments and gain deep knowledge that you can apply to improve your application's performance, interoperability, and throughput. Key Features Generate faster and leaner code with minimum computing resources for high performance Compile Java applications faster than ever to a standalone executable called native images Create high-performance polyglot applications that are compatible across various JVM and non-JVM languages Book Description GraalVM is a universal virtual machine that allows programmers to compile and run applications written in both JVM and non-JVM languages. It improves the performance and efficiency of applications, making it an ideal companion for cloud-native or microservices-based applications. This book is a hands-on guide, with step-by-step instructions on how to work with GraalVM. Starting with a quick introduction to the GraalVM architecture and how things work under the hood, you'll discover the performance benefits of running your Java applications on GraalVM. You'll then learn how to create native images and understand how AOT (ahead-of-time) can improve application performance significantly. The book covers examples of building polyglot applications that will help you explore the interoperability between languages running on the same VM. You'll also see how you can use the Truffle framework to implement any language of your choice to run optimally on GraalVM. By the end of this book, you'll not only have learned how GraalVM is beneficial in cloud-native and microservices development but also how to leverage its capabilities to create high-performing polyglot applications. What you will learn Gain a solid understanding of GraalVM and how it works under the hood Work with GraalVM's high performance optimizing compiler and see how it can be used in both JIT (just-in-time) and AOT (ahead-of-time) modes Get to grips with the various optimizations that GraalVM performs at runtime Use advanced tools to analyze and diagnose performance issues in the code Compile, embed, run, and interoperate between languages using Truffle on GraalVM Build optimum microservices using popular frameworks such as Micronaut and Quarkus to create cloud-native applications Who this book is for This book is for JVM developers looking to optimize their application's performance. You'll also find this book useful if you're a JVM developer looking to explore options to ...
    Note: Online resource; Title from title page (viewed June 30, 2021) , Mode of access: World Wide Web.
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    Exam Ref AZ-304 Microsoft Azure Architect Design Certification and Beyond (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800566934
    Language: English
    Pages: 1 online resource (520 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Master the Microsoft Azure platform and prepare for the AZ-304 certification exam by learning the key concepts needed to identify key stakeholder requirements and translate these into robust solutions Key Features Build secure and scalable solutions on the Microsoft Azure platform Learn how to design solutions that are compliant with customer requirements Work with real-world scenarios to become a successful Azure architect, and prepare for the AZ-304 exam Book Description The AZ-304 exam tests an architect's ability to design scalable, reliable, and secure solutions in Azure based on customer requirements. Exam Ref AZ-304 Microsoft Azure Architect Design Certification and Beyond offers complete, up-to-date coverage of the AZ-304 exam content to help you prepare for it confidently, pass the exam first time, and get ready for real-world challenges. This book will help you to investigate the need for good architectural practices and discover how they address common concerns for cloud-based solutions. You will work through the CloudStack, from identity and access through to infrastructure (IaaS), data, applications, and serverless (PaaS). As you make progress, you will delve into operations including monitoring, resilience, scalability, and disaster recovery. Finally, you'll gain a clear understanding of how these operations fit into the real world with the help of full scenario-based examples throughout the book. By the end of this Azure book, you'll have covered everything you need to pass the AZ-304 certification exam and have a handy desktop reference guide. What you will learn Understand the role of architecture in the cloud Ensure security through identity, authorization, and governance Find out how to use infrastructure components such as compute, containerization, networking, and storage accounts Design scalable applications and databases using web apps, functions, messaging, SQL, and Cosmos DB Maintain operational health through monitoring, alerting, and backups Discover how to create repeatable and reliable automated deployments Understand customer requirements and respond to their changing needs Who this book is for This book is for Azure Solution Architects who advise stakeholders and help translate business requirements into secure, scalable, and reliable solutions. Junior architects looking to advance their skills in the Cloud will also benefit from this book. Experience with the Azure platform is expected, and a general understandi...
    Note: Online resource; Title from title page (viewed July 23, 2021) , Mode of access: World Wide Web.
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    Become a Kano Analysis Specialist (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803242866
    Language: English
    Pages: 1 online resource (1 video file, approximately 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Dive into Kano Analysis and prioritize customer needs About This Video Master the ability to systematically identify and prioritize your customer requirements Specialize your skills in exploring your customer’s stated and latent needs Acquire the knack to delight your customers and make them your raving fans for a lifetime In Detail With increasing competition and constantly changing customer requirements, it has become exceedingly important to learn the art and science of prioritizing the most important needs and requirements of your customers. Kano Analysis is a unique tool that has a structured approach to understand these customer requirements, translate those needs/requirements into specific categories, and prioritize them. This tool is extensively used by Six Sigma Green Belts and Black Belts in their Lean Six Sigma projects. Kano Analysis is most effective in the Define Phase of any Six Sigma Green Belt or a Six Sigma Black Belt project. In the Define Phase, the Green Belt or the Black Belt looks for pain areas of the business process. When Kano Analysis is used, it helps understand customer requirements and provides a laser-sharp focus on only those requirements that your customers care about. This tool can also be used as a standalone tool that is independent of a Six Sigma project. If you want to thrive in today’s competitive environment, you must make your customers your raving fans. This is only possible when you focus and deliver exactly what your customer wants. Kano Analysis is the only tool that helps you identify what your customers exactly want.
    Note: Online resource; Title from title screen (viewed June 28, 2021) , Mode of access: World Wide Web.
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    World of Computer Networking (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801072823
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 hr., 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Master the key networking protocols and understand how computer networks work and communicate with each other About This Video Get to grips with Internet Protocol (IP) addressing, network masks, subnets, and subnetting Learn how to perform analysis of different protocols and Transmission Control Protocol/Internet Protocol (TCP/IP) layer headers Discover how computer networks operate on different layers In Detail Do you want to learn the basics and advanced concepts of computer networking? Do you want to prepare for the Cisco Certified Network Associate (CCNA) exam? With this course, you will learn the basic and advanced concepts of computer networking from scratch. The course starts with Transmission Control Protocol/Internet Protocol (TCP/IP) and Open Systems Interconnection (OSI) models, explaining how different hosts communicate with each other. Next, you will become familiar with networking layers, such as physical, data link, network, transport, and application. Once you have gained the knowledge of layers, you will move towards exploring the concepts of routing and learn the difference between private and public IP addresses. Next, you will discover the purpose of Network Address Translation (NAT) in networking and understand the Dynamic Host Configuration Protocol (DHCP) and Domain Name System (DNS) protocols in detail. By the end of this course, you will have gained a solid understanding of computer networking and network devices and will have developed the skills to pass the Cisco Certified Network Associate (CCNA) exam.
    Note: Online resource; Title from title screen (viewed January 22, 2021) , Mode of access: World Wide Web.
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    Visual Studio 2019 Tricks and Techniques (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800203525
    Language: English
    Pages: 1 online resource (386 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Harness the full power of the Visual Studio IDE to take your coding skills to the next level by learning about IDE productivity practices and exclusive techniques Key Features Increase your productivity by leveraging Visual Studio 2019's improvements and features Explore powerful editing, code intelligence, and source code control features to increase productivity Delve into VS's powerful, untapped features such as custom project templates and extensions Book Description Visual Studio 2019 (VS 2019) and Visual Studio Code (VS Code) are powerful professional development tools that help you to develop applications for any platform with ease. Whether you want to create web, mobile, or desktop applications, Microsoft Visual Studio is your one-stop solution. This book demonstrates some of the most sophisticated capabilities of the tooling and shows you how to use the integrated development environment (IDE) more efficiently to be more productive. You'll begin by gradually building on concepts, starting with the basics. The introductory chapters cover shortcuts, snippets, and numerous optimization tricks, along with debugging techniques, source control integration, and other important IDE features that will help you make your time more productive. With that groundwork in place, more advanced concepts such as the inner workings of project and item templates are covered. You will also learn how to write quality, secure code more efficiently as well as discover how certain Visual Studio features work 'under the hood'. By the end of this Visual Studio book, you'll have learned how to write more secure code faster than ever using your knowledge of the extensions and processes that make developing successful solutions more enjoyable and repeatable. What you will learn Understand the similarities and differences between VS 2019 and VS Code Get to grips with numerous keyboard shortcuts to improve efficiency Discover IDE tips and tricks that make it easier to write code Experiment with code snippets that make it easier to write repeating code patterns Find out how to customize project and item templates with the help of hands-on exercises Use Visual Studio extensions for ease and improved productivity Delve into Visual Studio's behind the scene operations Who this book is for This book is for C# and .NET developers who want to become more efficient and take advantage of features they may not be aware of in the IDE. Those looking to increase their productivit...
    Note: Online resource; Title from title page (viewed January 15, 2021) , Mode of access: World Wide Web.
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    Mastering QuickBooks 2021 (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800204041
    Language: English
    Pages: 1 online resource (414 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: This second edition of the bestselling Mastering QuickBooks 2020 is updated and improved to focus on advanced QBO features, techniques for managing sales taxes, and budgeting and reporting best practices Key Features Understand how to manage sales taxes and transactions Explore advanced bookkeeping techniques such as using the custom chart builder, importing budgets, and performing smart reporting with Fathom Become proficient in using QuickBooks Online and implement best practices to avoid costly errors Book Description Intuit QuickBooks is an accounting software package that helps small business owners to manage all their bookkeeping tasks independently. This latest edition of Mastering QuickBooks takes you through the range of new features and updates available in QuickBooks Online (QBO). Creating multilingual invoices, tracking mileage, working with a cash flow dashboard that helps you with cash forecasting and planning reports, and uploading a batch of bills and checks are just a few of the new features covered in this edition. As you progress, you'll learn how to manage sales tax, including how to set up, collect, track, pay, and report sales tax payments. Dedicated sections will also take you through new content focused on the latest features in the QBO line-up, while also showing you the different types of businesses that can benefit from QBO Advanced. In addition to this, you'll explore how to export reports to Google Sheets, use the custom chart builder, import budgets, perform smart reporting with Fathom, and much more. By the end of this QuickBooks book, you'll be well-versed with the features of QuickBooks and have the confidence to manage all your bookkeeping tasks with ease. What you will learn Discover the new features of QBO and find out what the QBO line-up offers Get to grips with bookkeeping concepts and the typical bookkeeping and financial accounting cycle Set up QuickBooks for both product-based and service-based businesses Track everything from billable and non-billable time and expenses to profit Generate key financial reports for accounts, customers, jobs, and invoice items Understand the complete QuickBooks payroll process and track payments made to 1099 contractors Manage various bank and credit accounts linked to your business Who this book is for The book is for small business owners and bookkeepers or accounting students who want to learn QuickBooks Online and understand how to implement and use it effectively. W...
    Note: Online resource; Title from title page (viewed January 15, 2021) , Mode of access: World Wide Web.
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    Mastering Data Science and Machine Learning Fundamentals (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074704
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Master the basic concepts of data science and machine learning and learn how to implement these concepts successfully in the real-world About This Video Learn the fundamentals of data science, machine learning, and data mining Learn interesting techniques to evaluate a machine learning model Discover the best practices to solve real-world problems using machine learning In Detail Machine learning is the key to development in many areas, such as IT, security, marketing, automation, and even medicine. Without machine learning, it is impossible to build intelligent applications and devices, such as Alexa, Siri, and Google Assistant. This course will help to get familiar with data science and machine learning. The course starts with an introduction to data science, explaining different terms associated with it. You will also become familiar with machine learning and data science modeling and explore the key differences between model parameters and hyperparameters. Next, you will become familiar with the concepts of machine learning models, such as linear regression, decision trees, random forests, neural networks, and clustering techniques. Towards the end, you will learn how to evaluate machine learning models and learn the best practices to succeed in your data scientist role. By the end of this course, you will have a solid understanding of data science and machine learning fundamentals.
    Note: Online resource; Title from title screen (viewed January 18, 2021) , Mode of access: World Wide Web.
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    Mastering Bash Shell Scripting : Automate your daily tasks [Updated for 2021] (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801070607
    Language: English
    Pages: 1 online resource (1 video file, approximately 11 hr., 46 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Discover how to write and use bash shell scripts to supercharge your productivity About This Video Get to grips with the features of a bash shell Learn the best practices for running, scheduling, and debugging shell scripts Get ready to write flawless scripts to automate repetitive tasks In Detail Do you want to learn bash shell scripting for automating repetitive tasks, running multiple commands simultaneously, and customizing administrative tasks? This video course will help you to achieve the above goals by making you a master in bash shell scripting. The course starts with the basics of bash shell scripting, explaining the use of variables, functions, and operators. Next, you’ll customize the shell environment and understand the role of flow control statements in shell scripting. Moving along, you’ll explore the techniques of file processing and learn how to parse command-line arguments. Next, you’ll learn how to run, schedule, and debug scripts. Towards the end, you’ll get a quick tour of Linux commands and standard I/O concepts, and get an overview of projects that you’ll be working on to encapsulate your learning. By the end of this course, you’ll gain a solid understanding of bash shell scripting and develop the skills needed to automate your daily computing tasks.
    Note: Online resource; Title from title screen (viewed January 27, 2021) , Mode of access: World Wide Web.
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    Alteryx for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801073363
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understand the features of Alteryx and learn how to automate boring manual data cleaning and data analysis tasks About This Video Become familiar with all the latest tools and features of Alteryx Learn how to use Alteryx for creating a smart solution workflow for data cleaning and data analysis Consolidate your learning by working on interesting real-world case studies In Detail Do you want to perform data cleansing and data analysis at jet speed? This course will show you how you can do data cleaning and data analysis a smooth and less time-consuming task using Alteryx. The course starts with an introduction to Alteryx, explaining its installation process and user interface. Next, you will learn how to get data and update existing data from Excel and Comma Separated Value (CSV) files using the In/Out tool in Alteryx. Moving along, you will learn to use the Preparation tab for data cleansing and filtering and find out the role of the Join tab in Alteryx. Next, you will learn to work with the Parse and Transform tabs and learn how to use the Reporting tab in Alteryx. Finally, you will study the tools under the Documentation tab, such as comment, explorer, and container, and go through some interesting case studies to encapsulate your learning. By the end of this course, you will be able to use Alteryx for your data cleaning and data analysis needs in the real world.
    Note: Online resource; Title from title screen (viewed January 15, 2021) , Mode of access: World Wide Web.
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    The Music Producer's Ultimate Guide to FL Studio 20 (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800565326
    Language: English
    Pages: 1 online resource (336 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Leverage the power of FL Studio 20 to create and compose production-quality songs and develop professional music production skill Key Features Leverage the power of FL Studio to create your own production-level music Develop widely applicable music production skills and learn how to promote your music Utilize cutting-edge tools to fuel your creative ideas and publish your songs Book Description FL Studio is a cutting-edge software music production environment. It's an extremely powerful and easy to use tool for creating music. This book will give you everything you need to produce music with FL Studio at a professional level. You'll begin by exploring FL studio 20's vast array of tools and discover best practices, tips, and tricks for creating music. You'll learn how to set up your studio environment, create a beat, compose a melody and chord progression, mix sounds with effects, and export songs. You'll learn how to use tools such as the Piano roll, mixer console, audio envelopes, types of compression, equalizers, vocoders, vocal chops, and tools for increasing stereo width. The book introduces you to mixing best practices and how to master your songs. Along the way, you'll explore glitch effects and create your own instruments and custom designed effect chains. We'll also cover ZGameEditor Visualizer, a tool for creating reactive visuals for your songs. Finally, you'll learn how to register, sell, and promote your music. By the end of this FL Studio book, you'll be able to utilize cutting-edge tools to fuel your creative ideas, mix music effectively, and publish your songs. What you will learn Get up and running with FL Studio 20 Record live instruments and vocals and process them Compose melodies and chord progressions on the Piano roll Discover mixing techniques and apply effects to your tracks Explore best practices to produce music like a professional Publish songs in online stores and promote your music effectively Who this book is for This book is for music producers, composers, songwriters, DJs, and audio engineers interested in creating their own music, improving music production skills, mixing and mastering music, and selling songs online. To get started with this book, all you need is a computer and FL Studio.
    Note: Online resource; Title from title page (viewed February 26, 2021) , Mode of access: World Wide Web.
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    Zabbix 5 IT Infrastructure Monitoring Cookbook (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800202238
    Language: English
    Pages: 1 online resource (428 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als Liefting, Nathan Zabbix 5 IT Infrastructure Monitoring Cookbook
    Keywords: Electronic books ; local
    Abstract: Discover practical recipes to help you efficiently monitor enterprise IT infrastructure for Windows, Linux, and networking Key Features Find out how you can leverage some of the most exciting features of Zabbix 5 Perform professional IT infrastructure and application monitoring on multiple platforms Discover easy-to-follow, practical solutions to problems in network monitoring with Zabbix Book Description Zabbix offers useful insights into your infrastructure performance and issues and enables you to enhance your monitoring setup with its variety of powerful features. This book covers hands-on, easy-to-follow recipes for using Zabbix 5 for effectively monitoring the performance of devices and applications over networks. The book starts by guiding you through the installation of Zabbix and using the Zabbix frontend. You'll then work your way through the most prominent features of Zabbix and make the right design choices for building a scalable and easily manageable environment. The book contains recipes for building items and triggers for different types of monitoring, building templates, and using Zabbix proxies. As you advance, you'll learn how to use the Zabbix API for customization and manage your Zabbix server and database efficiently. Finally, you'll find quick solutions to the common and not-so-common problems that you may encounter in your everyday Zabbix monitoring work. By the end of this Zabbix book, you'll have learned how to use Zabbix for all your monitoring needs and be able to build a solid Zabbix setup by leveraging its key functionalities. What you will learn Explore the different types of monitoring available in Zabbix 5 Find out how to build your own Zabbix templates Use Zabbix proxies for effective load balancing/scaling Work with custom integrations and the Zabbix API Set up triggers and alerting with Zabbix 5 Maintain your Zabbix setup for scaling, backups, and upgrades Discover how to perform advanced Zabbix database management Monitor cloud-based products such as Amazon Web Services (AWS), Azure, and Docker Who this book is for This book is for IT engineers who want to get started with Zabbix and anyone with an intermediate understanding of Zabbix looking to extend their knowledge. Although not necessary, prior experience with Zabbix will help you to make the most of this book.
    Note: Online resource; Title from title page (viewed February 26, 2021) , Mode of access: World Wide Web.
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    Learn Web Development By Building A Blog (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801073271
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the process of full-stack web development from beginning to end About This Video Learn how to build the front-end of the blog using the power of Angular 11 and Bootstrap Become familiar with the process of building the API layer of the blog using ASP.NET Core Discover how SQL Server and SQL Server Management Studio are used to build a reliable back-end In Detail Do you want to learn how to build the back-end, Application Programming Interface (API), and front-end web application using full-stack technologies? This course will teach you the skills and give you the confidence to build a real-world blog from scratch using the full-stack technologies that are commonly used by Microsoft, Google, and Twitter. The course starts with an introduction to the technologies and libraries that you will use to build the blog. Next, you will set up the environment by installing SQL Server 2019, SQL Server Management Studio, Visual Studio Code, Git, Node.js, and Postman. Moving along, you will learn to prepare the blog outline by sketching out the needed pages and identifying standalone components, endpoints, and database actions. Next, you will build a solid back-end using Structured Query Language (SQL) for storing the blog content and discover the process of building the API layer using ASP.NET Core and Visual Studio. Towards the end, you will learn to build your blog’s front-end using Angular 11 and Bootstrap. By the end of this course, you will have developed all the essential skills needed to build a full-stack blogging web application from scratch.
    Note: Online resource; Title from title screen (viewed January 27, 2021) , Mode of access: World Wide Web.
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    Machine Learning Using TensorFlow Cookbook (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800208865
    Language: English
    Pages: 1 online resource (416 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Master TensorFlow to create powerful machine learning algorithms, with valuable insights on Keras, Boosted Trees, Tabular Data, Transformers, Reinforcement Learning and more Key Features Work with the latest code and examples for TensorFlow 2 Get to grips with the fundamentals including variables, matrices, and data sources Learn advanced deep learning techniques to make your algorithms faster and more accurate Book Description The independent recipes in Machine Learning Using TensorFlow Cookbook will teach you how to perform complex data computations and gain valuable insights into your data. You will work through recipes on training models, model evaluation, sentiment analysis, regression analysis, artificial neural networks, and deep learning - each using Google's machine learning library, TensorFlow. This cookbook begins by introducing you to the fundamentals of the TensorFlow library, including variables, matrices, and various data sources. You'll then take a deep dive into some real-world implementations of Keras and TensorFlow and learn how to use estimators to train linear models and boosted trees, both for classification and for regression to provide a baseline for tabular data problems. As you progress, you'll explore the practical applications of a variety of deep learning architectures, such as recurrent neural networks and Transformers, and see how they can be applied to computer vision and natural language processing (NLP) problems. Once you are familiar with the TensorFlow ecosystem, the final chapter will teach you how to take a project to production. By the end of this machine learning book, you will be proficient in using TensorFlow 2. You'll also understand deep learning from the fundamentals and be able to implement machine learning algorithms in real-world scenarios. What you will learn Grasp linear regression techniques with TensorFlow Use Estimators to train linear models and boosted trees for classification or regression Execute neural networks and improve predictions on tabular data Master convolutional neural networks and recurrent neural networks through practical recipes Apply reinforcement learning algorithms using the TF-Agents framework Implement and fine-tune Transformer models for various NLP tasks Take TensorFlow into production Who this book is for If you are a data scientist or a machine learning engineer, and you want to skip detailed theoretical explanations in favor of building production-ready machine le...
    Note: Online resource; Title from title page (viewed February 8, 2021) , Mode of access: World Wide Web.
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    How to Build Android Apps with Kotlin (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781838984113
    Language: English
    Pages: 1 online resource (794 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Master the fundamentals of Android programming and apply your skills to create scalable and reliable apps using industry best practices Key Features Build apps with Kotlin, Google's preferred programming language for Android development Unlock solutions to development challenges with guidance from experienced Android professionals Improve your apps by adding valuable features that make use of advanced functionality Book Description Are you keen to get started building Android 11 apps, but don't know where to start? How to Build Android Apps with Kotlin is a comprehensive guide that will help kick-start your Android development practice. This book starts with the fundamentals of app development, enabling you to utilize Android Studio and Kotlin to get started building Android projects. You'll learn how to create apps and run them on virtual devices through guided exercises. Progressing through the chapters, you'll delve into Android's RecyclerView to make the most of lists, images, and maps, and see how to fetch data from a web service. Moving ahead, you'll get to grips with testing, learn how to keep your architecture clean, understand how to persist data, and gain basic knowledge of the dependency injection pattern. Finally, you'll see how to publish your apps on the Google Play store. You'll work on realistic projects that are split up into bitesize exercises and activities, allowing you to challenge yourself in an enjoyable and attainable way. You'll build apps to create quizzes, read news articles, check weather reports, store recipes, retrieve movie information, and remind you where you parked your car. By the end of this book, you'll have the skills and confidence to build your own creative Android applications using Kotlin. What you will learn Create maintainable and scalable apps using Kotlin Understand the Android development lifecycle Simplify app development with Google architecture components Use standard libraries for dependency injection and data parsing Apply the repository pattern to retrieve data from outside sources Publish your app on the Google Play store Who this book is for If you want to build your own Android applications using Kotlin but are unsure of how to begin, then this book is for you. To easily grasp the concepts in this book, it is recommended that you already have a basic understanding of Kotlin, or experience in a similar programming language and a willingness to brush up on Kotlin before you start.
    Note: Online resource; Title from title page (viewed February 26, 2021) , Mode of access: World Wide Web.
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    Deep Learning : Recurrent Neural Networks with Python (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801079167
    Language: English
    Pages: 1 online resource (1 video file, approximately 11 hr., 10 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: One-stop shop for understanding and implementing recurrent neural networks with Python About This Video Understand and apply basics fundamentals of recurrent neural networks Implement RNNs and related architectures on real-world datasets Train RNNs for real-world applications—automatic book writer and stock price prediction In Detail With the exponential growth of user-generated data, there is a strong need to move beyond standard neural networks in order to perform tasks such as classification and prediction. Here, architectures such as RNNs, Gated Recurrent Units (GRUs), and Long Short Term Memory (LSTM) are the go-to options. Hence, for any deep learning engineer, mastering RNNs is a top priority. This course begins with the basics and will gradually equip you with not only the theoretical know-how but also the practical skills required to successfully build, train, and implement RNNs. This course contains several exercises on topics such as gradient descents in RNNs, GRUs, LSTM, and so on. This course also introduces you to implementing RNNs using TensorFlow. The course culminates in creating two exciting and realistic projects: creating an automatic book writer and a stock price prediction application. By the end of this course, you will be equipped with all the skills required to confidently use and implement RNNs in your applications.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
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    The Complete Ethical Hacking Bootcamp : Beginner To Advanced (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077989
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 hr., 12 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Develop your penetration testing skills and secure your computer systems and networks in the real world About This Video Become familiar with the concepts of networking, ethical hacking, and penetration testing Gain a good understanding of the Linux OS and Linux commands Learn how to write flawless penetration testing scripts in Python In Detail Are you looking to pursue a career in cybersecurity and want to master the art of penetration testing? You’ve come to the right place. With this carefully tailored and structured video course, you’ll grasp the basic and advanced topics of penetration testing with ease. The course starts by taking you through the process of setting up a penetration testing lab. Next, you’ll become familiar with the Linux OS and Linux commands and explore the basic concepts of TCP/IP and the OSI model. Moving along, you’ll learn how to gather information about computer systems and networks passively and actively and use the Metasploit tool to perform privilege escalation. Next, you’ll perform web application pen testing and learn modern techniques to exploit common web application vulnerabilities such as SQL injection, XSS, CSRF, and command injection. You’ll also learn how to perform wireless network pen testing to crack Wi-Fi passwords using Aircrack-ng, capturing packets, traffic sniffing, and Hashcat. Towards the end, you’ll grasp the fundamentals of Python programming and develop offensive Python tools for pen testing and automation. By the end of this course, you’ll have developed all the essentials skills needed for ethical hacking and penetration testing.
    Note: Online resource; Title from title screen (viewed March 23, 2021) , Mode of access: World Wide Web.
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    The Complete Java Developer Course : From Beginner to Master (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801075190
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn the tips and tricks to become a proficient Java programmer and master the fundamentals of the language About This Video Master the fundamentals of Java programming, no matter your current level of coding skills Learn the theory behind the code and put it to practice right away Solidify your skills as a Java developer by building engaging portfolio projects In Detail Be it websites, mobile apps, or desktop software, Java remains one of the most popular programming languages around. With over 7.6 million developers using it worldwide, the surge of new programming languages has not dampened the demand for this 25+-year-old language. With an average Java developer in the US earning over $104,000 a year, Java programming skills are still highly sought after. This course is designed to teach you these skills from scratch, starting with JDK installation followed by the creation of your first program. Then, as you progress through the sections, you’ll start learning the core Java concepts such as control statements, arrays, strings, methods, objects, and more. In each of these sections, you’ll be building a unique, exciting project, thus ensuring you’re not just learning the theory but also practicing what you learned. Average of three, Mad Libs clone, and tic-tac-toe are just some of the projects you’ll be building in this course. To make sure you’ve mastered each line of code, there are practical hands-on coding challenges in every lecture. By the end of this course, you will have mastered the best tips, tricks, and theory behind the Java programming language. The hands-on nature of this course will ensure that you can readily apply your skills to real-world projects.
    Note: Online resource; Title from title screen (viewed March 31, 2021) , Mode of access: World Wide Web.
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    The Azure Cloud Native Architecture Mapbook (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800562325
    Language: English
    Pages: 1 online resource (376 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Improve your Azure architecture practice and set out on a cloud and cloud-native journey with this Azure cloud native architecture guide Key Features Discover the key drivers of successful Azure architecture Implement architecture maps as a compass to tackle any challenge Understand architecture maps in detail with the help of practical use cases Book Description Azure offers a wide range of services that enable a million ways to architect your solutions. Complete with original maps and expert analysis, this book will help you to explore Azure and choose the best solutions for your unique requirements. Starting with the key aspects of architecture, this book shows you how to map different architectural perspectives and covers a variety of use cases for each architectural discipline. You'll get acquainted with the basic cloud vocabulary and learn which strategic aspects to consider for a successful cloud journey. As you advance through the chapters, you'll understand technical considerations from the perspective of a solutions architect. You'll then explore infrastructure aspects, such as network, disaster recovery, and high availability, and leverage Infrastructure as Code (IaC) through ARM templates, Bicep, and Terraform. The book also guides you through cloud design patterns, distributed architecture, and ecosystem solutions, such as Dapr, from an application architect's perspective. You'll work with both traditional (ETL and OLAP) and modern data practices (big data and advanced analytics) in the cloud and finally get to grips with cloud native security. By the end of this book, you'll have picked up best practices and more rounded knowledge of the different architectural perspectives. What you will learn Gain overarching architectural knowledge of the Microsoft Azure cloud platform Explore the possibilities of building a full Azure solution by considering different architectural perspectives Implement best practices for architecting and deploying Azure infrastructure Review different patterns for building a distributed application with ecosystem frameworks and solutions Get to grips with cloud-native concepts using containerized workloads Work with AKS (Azure Kubernetes Service) and use it with service mesh technologies to design a microservices hosting platform Who this book is for This book is for aspiring Azure Architects or anyone who specializes in security, infrastructure, data, and application architecture. If you are a developer or...
    Note: Online resource; Title from title page (viewed February 17, 2021) , Mode of access: World Wide Web.
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    Practical Node-RED Programming (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800201590
    Language: English
    Pages: 1 online resource (326 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Use a low-code programming approach to create event-driven applications from scratch by wiring together hardware devices, APIs, and online services Key Features Discover how you can automate the Internet of Things (IoT) without writing huge blocks of code Learn how to wire together flows using a browser-based visual editor Handle IoT data with little to no coding knowledge Book Description Node-RED is a free and open source flow-based programming tool used to handle IoT data that allows programmers of any level to interconnect physical I/O, cloud-based systems, databases, and APIs to build web applications without code. Practical Node-RED Programming is a comprehensive introduction for anyone looking to get up to speed with the Node-RED ecosystem in no time. Complete with hands-on tutorials, projects, and self-assessment questions, this easy-to-follow guide will help you to become well versed in the foundations of Node-RED. You'll learn how to use Node-RED to handle IoT data and build web applications without having to write complex code. Once you've covered the basics, you'll explore various visual programming techniques and find out how to make sample flows as you cover web development, IoT development, and cloud service connections, and finally build useful real-world applications. By the end of this book, you'll have learned how to use Node-RED to develop a real-world application from scratch, which can then be implemented in your business. What you will learn Understand the history of Node-RED and why you need to learn a flow-based programming tool Use Node-RED to build Node.js-based applications Handle data for IoT devices using Node-RED flows Explore advanced Node-RED features such as connecting repositories and customizing the flow editor Find out what the MQTT protocol is and how it relates to Node-RED Create and publish your own nodes and flows using the Node-RED library Who this book is for This Node-RED book is for web developers and IoT engineers with some background in JavaScript and Node.js. Although not necessary, familiarity with the concepts of electronics will help you to make the most out of this book.
    Note: Online resource; Title from title page (viewed March 22, 2021) , Mode of access: World Wide Web.
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    Practical Discrete Mathematics (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781838983147
    Language: English
    Pages: 1 online resource (330 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: A practical guide simplifying discrete math for curious minds and demonstrating its application in solving problems related to software development, computer algorithms, and data science Key Features Apply the math of countable objects to practical problems in computer science Explore modern Python libraries such as scikit-learn, NumPy, and SciPy for performing mathematics Learn complex statistical and mathematical concepts with the help of hands-on examples and expert guidance Book Description Discrete mathematics deals with studying countable, distinct elements, and its principles are widely used in building algorithms for computer science and data science. The knowledge of discrete math concepts will help you understand the algorithms, binary, and general mathematics that sit at the core of data-driven tasks. Practical Discrete Mathematics is a comprehensive introduction for those who are new to the mathematics of countable objects. This book will help you get up to speed with using discrete math principles to take your computer science skills to a more advanced level. As you learn the language of discrete mathematics, you'll also cover methods crucial to studying and describing computer science and machine learning objects and algorithms. The chapters that follow will guide you through how memory and CPUs work. In addition to this, you'll understand how to analyze data for useful patterns, before finally exploring how to apply math concepts in network routing, web searching, and data science. By the end of this book, you'll have a deeper understanding of discrete math and its applications in computer science, and be ready to work on real-world algorithm development and machine learning. What you will learn Understand the terminology and methods in discrete math and their usage in algorithms and data problems Use Boolean algebra in formal logic and elementary control structures Implement combinatorics to measure computational complexity and manage memory allocation Use random variables, calculate descriptive statistics, and find average-case computational complexity Solve graph problems involved in routing, pathfinding, and graph searches, such as depth-first search Perform ML tasks such as data visualization, regression, and dimensionality reduction Who this book is for This book is for computer scientists looking to expand their knowledge of discrete math, the core topic of their field. University students looking to get hands-on with com...
    Note: Online resource; Title from title page (viewed February 22, 2021) , Mode of access: World Wide Web.
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    Parsing Algorithms (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074445
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understand the different parsing techniques and learn to build a parsing tool from scratch. About This Video Learn about the different types of parsers Build a parser from scratch Build a syntax tool In Detail In this course, we dive into various aspects of the parsing theory, describing in detail the LL and LR parsers. However, at the same time, to make the learning process and understanding easy and fun, we build in parallel an automatic parser for a full programming language, similar to JavaScript or Python, from scratch. After this course, not only will you be able to use a parser generator to build parsers for programming languages but will also understand how the parser generators work under the hood themselves. Implementing a parser for a programming language would also make your practical usage of other programming languages more professional. As we will build a language similar in semantics to JavaScript or Python (the two most popular programming languages today), we will specifically use JavaScript and its elegant multi-paradigm structure, which combines functional programming and class-based and prototype-based OOP.
    Note: Online resource; Title from title screen (viewed March 31, 2021) , Mode of access: World Wide Web.
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    Python Data Analysis - Third Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781789955248
    Language: English
    Pages: 1 online resource (478 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local
    Abstract: Understand data analysis pipelines using machine learning algorithms and techniques with this practical guide Key Features Prepare and clean your data to use it for exploratory analysis, data manipulation, and data wrangling Discover supervised, unsupervised, probabilistic, and Bayesian machine learning methods Get to grips with graph processing and sentiment analysis Book Description Data analysis enables you to generate value from small and big data by discovering new patterns and trends, and Python is one of the most popular tools for analyzing a wide variety of data. With this book, you'll get up and running using Python for data analysis by exploring the different phases and methodologies used in data analysis and learning how to use modern libraries from the Python ecosystem to create efficient data pipelines. Starting with the essential statistical and data analysis fundamentals using Python, you'll perform complex data analysis and modeling, data manipulation, data cleaning, and data visualization using easy-to-follow examples. You'll then understand how to conduct time series analysis and signal processing using ARMA models. As you advance, you'll get to grips with smart processing and data analytics using machine learning algorithms such as regression, classification, Principal Component Analysis (PCA), and clustering. In the concluding chapters, you'll work on real-world examples to analyze textual and image data using natural language processing (NLP) and image analytics techniques, respectively. Finally, the book will demonstrate parallel computing using Dask. By the end of this data analysis book, you'll be equipped with the skills you need to prepare data for analysis and create meaningful data visualizations for forecasting values from data. What you will learn Explore data science and its various process models Perform data manipulation using NumPy and pandas for aggregating, cleaning, and handling missing values Create interactive visualizations using Matplotlib, Seaborn, and Bokeh Retrieve, process, and store data in a wide range of formats Understand data preprocessing and feature engineering using pandas and scikit-learn Perform time series analysis and signal processing using sunspot cycle data Analyze textual data and image data to perform advanced analysis Get up to speed with parallel computing using Dask Who this book is for This book is for data analysts, business analysts, statisticians, and data scientists looking ...
    Note: Online resource; Title from title page (viewed February 5, 2021) , Mode of access: World Wide Web.
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    Practical Remote Pair Programming (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800561366
    Language: English
    Pages: 1 online resource (240 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: A practical guide for developers, development teams, and managers to successfully implement remote pair programming techniques and styles that better fit their organization's environment Key Features Implement remote pair programming best practices in your organization to increase productivity in software development teams Overcome the challenges in communication while working with distributed teams across the globe Explore remote pair programming tools and learn smart ways to use them efficiently Book Description Remote pair programming takes pair programming practices to the next level by allowing you and your team members to work effectively in distributed teams. This helps ensure that you continuously improve code quality, share equal ownership of the code, facilitate knowledge sharing, and reduce bugs in your code. If you want to adopt remote pair programming within your development team, this book is for you. Practical Remote Pair Programming takes you through various techniques and best practices for working with the wide variety of tools available for remote pair programming. You'll understand the significance of pair programming and how it can help improve communication within your team. As you advance, you'll get to grips with different remote pair programming strategies and find out how to choose the most suitable style for your team and organization. The book will take you through the process of setting up video and audio tools, screen sharing tools, and the integrated development environment (IDE) for your remote pair programming setup. You'll also be able to enhance your remote pair programming experience with source control and remote access tools. By the end of this book, you'll have the confidence to drive the change of embracing remote pair programming in your organization and guide your peers to improve productivity while working remotely. What you will learn Develop a structured organizational approach to implementing pair programming and using it effectively Understand how pair programming fosters better communication inside and outside the team Organize remote pair programming and choose the right style for your organization Set up screen sharing, IDE, source control rules, audio, and video for your remote pair programming setup Use various pair programming techniques and styles in the context of a remote environment Enhance your remote pair programming experience with source control and remote access tools Who this book ...
    Note: Online resource; Title from title page (viewed March 19, 2021) , Mode of access: World Wide Web.
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    Professional Azure SQL Managed Database Administration - Third Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801076524
    Language: English
    Pages: 1 online resource (724 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local
    Abstract: Master data management by effectively utilizing the features of Azure SQL database. Key Features Learn to automate common management tasks with PowerShell. Understand different methods to generate elastic pools and shards to scale Azure SQL databases. Learn to develop a scalable cloud solution through over 40 practical activities and exercises. Book Description Despite being the cloud version of SQL Server, Azure SQL Database and Azure SQL Managed Instance stands out in various aspects when it comes to management, maintenance, and administration. Updated with the latest Azure features, Professional Azure SQL Managed Database Administration continues to be a comprehensive guide for becoming proficient in data management. The book begins by introducing you to the Azure SQL managed databases (Azure SQL Database and Azure SQL Managed Instance), explaining their architecture, and how they differ from an on-premises SQL server. You will then learn how to perform common tasks, such as migrating, backing up, and restoring a SQL Server database to an Azure database. As you progress, you will study how you can save costs and manage and scale multiple SQL databases using elastic pools. You will also implement a disaster recovery solution using standard and active geo-replication. Finally, you will explore the monitoring and tuning of databases, the key features of databases, and the phenomenon of app modernization. By the end of this book, you will have mastered the key aspects of an Azure SQL database and Azure SQL managed instance, including migration, backup restorations, performance optimization, high availability, and disaster recovery. What you will learn Understanding Azure SQL database configuration and pricing options Provisioning a new SQL database or migrating an existing on-premises SQL Server database to an Azure SQL database Backing up and restoring an Azure SQL database Securing and scaling an Azure SQL database Monitoring and tuning an Azure SQL database Implementing high availability and disaster recovery with an Azure SQL database Managing, maintaining, and securing managed instances Who this book is for This book is designed to benefit database administrators, database developers, or application developers who are interested in developing new applications or migrating existing ones with Azure SQL database. Prior experience of working with an on-premise SQL Server or Azure SQL database along with a basic understanding of PowerShell scri...
    Note: Online resource; Title from title page (viewed March 8, 2021) , Mode of access: World Wide Web.
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    Practical Threat Intelligence and Data-Driven Threat Hunting (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781838556372
    Language: English
    Pages: 1 online resource (398 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Get to grips with cyber threat intelligence and data-driven threat hunting while exploring expert tips and techniques Key Features Set up an environment to centralize all data in an Elasticsearch, Logstash, and Kibana (ELK) server that enables threat hunting Carry out atomic hunts to start the threat hunting process and understand the environment Perform advanced hunting using MITRE ATT&CK Evals emulations and Mordor datasets Book Description Threat hunting (TH) provides cybersecurity analysts and enterprises with the opportunity to proactively defend themselves by getting ahead of threats before they can cause major damage to their business. This book is not only an introduction for those who don't know much about the cyber threat intelligence (CTI) and TH world, but also a guide for those with more advanced knowledge of other cybersecurity fields who are looking to implement a TH program from scratch. You will start by exploring what threat intelligence is and how it can be used to detect and prevent cyber threats. As you progress, you'll learn how to collect data, along with understanding it by developing data models. The book will also show you how to set up an environment for TH using open source tools. Later, you will focus on how to plan a hunt with practical examples, before going on to explore the MITRE ATT&CK framework. By the end of this book, you'll have the skills you need to be able to carry out effective hunts in your own environment. What you will learn Understand what CTI is, its key concepts, and how it is useful for preventing threats and protecting your organization Explore the different stages of the TH process Model the data collected and understand how to document the findings Simulate threat actor activity in a lab environment Use the information collected to detect breaches and validate the results of your queries Use documentation and strategies to communicate processes to senior management and the wider business Who this book is for If you are looking to start out in the cyber intelligence and threat hunting domains and want to know more about how to implement a threat hunting division with open-source tools, then this cyber threat intelligence book is for you.
    Note: Online resource; Title from title page (viewed February 12, 2021) , Mode of access: World Wide Web.
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    Linux Kernel Programming Part 2 - Char Device Drivers and Kernel Synchronization (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801079518
    Language: English
    Pages: 1 online resource (452 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Discover how to write high-quality character driver code, interface with userspace, work with chip memory, and gain an in-depth understanding of working with hardware interrupts and kernel synchronization Key Features Delve into hardware interrupt handling, threaded IRQs, tasklets, softirqs, and understand which to use when Explore powerful techniques to perform user-kernel interfacing, peripheral I/O and use kernel mechanisms Work with key kernel synchronization primitives to solve kernel concurrency issues Book Description Linux Kernel Programming Part 2 - Char Device Drivers and Kernel Synchronization is an ideal companion guide to the Linux Kernel Programming book. This book provides a comprehensive introduction for those new to Linux device driver development and will have you up and running with writing misc class character device driver code (on the 5.4 LTS Linux kernel) in next to no time. You'll begin by learning how to write a simple and complete misc class character driver before interfacing your driver with user-mode processes via procfs, sysfs, debugfs, netlink sockets, and ioctl. You'll then find out how to work with hardware I/O memory. The book covers working with hardware interrupts in depth and helps you understand interrupt request (IRQ) allocation, threaded IRQ handlers, tasklets, and softirqs. You'll also explore the practical usage of useful kernel mechanisms, setting up delays, timers, kernel threads, and workqueues. Finally, you'll discover how to deal with the complexity of kernel synchronization with locking technologies (mutexes, spinlocks, and atomic/refcount operators), including more advanced topics such as cache effects, a primer on lock-free techniques, deadlock avoidance (with lockdep), and kernel lock debugging techniques. By the end of this Linux kernel book, you'll have learned the fundamentals of writing Linux character device driver code for real-world projects and products. What you will learn Get to grips with the basics of the modern Linux Device Model (LDM) Write a simple yet complete misc class character device driver Perform user-kernel interfacing using popular methods Understand and handle hardware interrupts confidently Perform I/O on peripheral hardware chip memory Explore kernel APIs to work with delays, timers, kthreads, and workqueues Understand kernel concurrency issues Work with key kernel synchronization primitives and discover how to detect and avoid deadlock Who this book is for An unders...
    Note: Online resource; Title from title page (viewed March 19, 2021) , Mode of access: World Wide Web.
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    Learn JavaScript from Scratch : JavaScript for Everyone (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801070386
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 13 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn modern JavaScript concepts such as let, const, forEach functions, fat arrow functions, and more About This Video Learn JavaScript fundamentals, especially if you’ve never written JavaScript code before Learn all the modern JavaScript concepts such as template literals, let, const, and more Put everything you learned to test by building an interactive project at the end of the course In Detail Despite the deluge of new coding languages over the years, JavaScript continues to dominate the web. The language is a staple in most of the front-ends; if not vanilla JavaScript, you won’t be surprised to find one of its derivatives on the next website you visit. This ubiquity makes JavaScript a sought-after skill. This course is designed to teach you that skill from scratch. You’ll begin by learning how to set up your coding playground and then gain some familiarity with the JavaScript syntax. Once you’ve gotten your hands dirty, you’ll discover how to store data in variables, comment out your code, and do more with your variables by learning about operators. Next, you’ll learn about data structures and conditional statements, further shoring up your JavaScript skills. By learning about the Document Object Model (The DOM), you will be able to change the elements of a webpage and add interactivity to it. You’ll also learn to work with strings and arrays, and then, to make your code concise, learn how to write your own functions. Toward the end of the course, you’ll work on a final project wherein you’ll get to use all these skills together. By completing this course, not only will you have a solid understanding of modern JavaScript language, you’ll also be able to use it to create engaging, interactive webpages.
    Note: Online resource; Title from title screen (viewed March 30, 2021) , Mode of access: World Wide Web.
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    Mastering Veeam Backup & Replication 10 (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781838980443
    Language: English
    Pages: 1 online resource (332 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Gain proficiency in monitoring infrastructure along with focusing on cloud backup and recovery Key Features Explore the 3-2-1 rule of backups in Veeam to keep your data safe Gain in-depth knowledge of NAS backups and Scale-Out Repositories to use in your virtual environment Discover Veeam's monitoring and reporting utility - Veeam ONE - along with Linux and Window's proxy Book Description Veeam is one of the leading modern data protection solutions, and mastering this technology can help you to protect your virtual environments effectively. This book guides you through implementing modern data protection solutions for your cloud and virtual infrastructure with Veeam. You will even gain in-depth knowledge of advanced concepts such as DataLabs, cloud backup and recovery, Instant VM Recovery, and Veeam ONE. This book starts by taking you through Veeam essentials, including installation, best practices, and optimizations for Veeam Backup & Replication. You'll get to grips with the 3-2-1 rule to safeguard data along with understanding how to set up a backup server, proxies, repositories, and more. Later chapters go on to cover a powerful feature of Veeam 10 – NAS backup. As you progress, you'll learn about scale-out Repositories and best practices for creating them. In the concluding chapters, you'll explore the new proxy option available in both Linux and Windows. Finally, you'll discover advanced topics such as DataLabs, cloud backup and recovery, Instant VM Recovery, and Veeam ONE. By the end of this book, you will be equipped with the skills you need to implement Veeam Backup & Replication for your environment and disaster recovery. What you will learn Discover the advanced concepts of Veeam Backup & Replication 10 Master application optimizations based on Veeam best practices Understand how to configure NAS backups and work with repositories and proxies Explore different ways to protect your backups, including object immutability and cloud backup and recovery Discover how DataLabs works Understand how Instant VM Recovery allows you to restore virtual machines Become well versed in Veeam ONE for monitoring and reporting on your environment Who this book is for This Veeam backup book is for IT professionals who have intermediate to advanced-level knowledge of virtualization as well as backups and backup applications. Anyone who needs a reference guide for learning the advanced features of Veeam Backup & Replication and how they are used, includi...
    Note: Online resource; Title from title page (viewed February 18, 2021) , Mode of access: World Wide Web.
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    Interpretable Machine Learning with Python (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800203907
    Language: English
    Pages: 1 online resource (736 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Understand the key aspects and challenges of machine learning interpretability, learn how to overcome them with interpretation methods, and leverage them to build fairer, safer, and more reliable models Key Features Learn how to extract easy-to-understand insights from any machine learning model Become well-versed with interpretability techniques to build fairer, safer, and more reliable models Mitigate risks in AI systems before they have broader implications by learning how to debug black-box models Book Description Do you want to understand your models and mitigate risks associated with poor predictions using machine learning (ML) interpretation? Interpretable Machine Learning with Python can help you work effectively with ML models. The first section of the book is a beginner's guide to interpretability, covering its relevance in business and exploring its key aspects and challenges. You'll focus on how white-box models work, compare them to black-box and glass-box models, and examine their trade-off. The second section will get you up to speed with a vast array of interpretation methods, also known as Explainable AI (XAI) methods, and how to apply them to different use cases, be it for classification or regression, for tabular, time-series, image or text. In addition to the step-by-step code, the book also helps the reader to interpret model outcomes using examples. In the third section, you'll get hands-on with tuning models and training data for interpretability by reducing complexity, mitigating bias, placing guardrails, and enhancing reliability. The methods you'll explore here range from state-of-the-art feature selection and dataset debiasing methods to monotonic constraints and adversarial retraining. By the end of this book, you'll be able to understand ML models better and enhance them through interpretability tuning. What you will learn Recognize the importance of interpretability in business Study models that are intrinsically interpretable such as linear models, decision trees, and Naive Bayes Become well-versed in interpreting models with model-agnostic methods Visualize how an image classifier works and what it learns Understand how to mitigate the influence of bias in datasets Discover how to make models more reliable with adversarial robustness Use monotonic constraints to make fairer and safer models Who this book is for This book is for data scientists, machine learning developers, and data stewards who have an increasin...
    Note: Online resource; Title from title page (viewed March 26, 2021) , Mode of access: World Wide Web.
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    Engineering MLOps (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800562882
    Language: English
    Pages: 1 online resource (370 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Get up and running with machine learning life cycle management and implement MLOps in your organization Key Features Become well-versed with MLOps techniques to monitor the quality of machine learning models in production Explore a monitoring framework for ML models in production and learn about end-to-end traceability for deployed models Perform CI/CD to automate new implementations in ML pipelines Book Description MLOps is a systematic approach to building, deploying, and monitoring machine learning (ML) solutions. It is an engineering discipline that can be applied to various industries and use cases. This book presents comprehensive insights into MLOps coupled with real-world examples to help you to write programs, train robust and scalable ML models, and build ML pipelines to train and deploy models securely in production. The book begins by showing you how to monitor ML and system performance in production. You'll then move on to explore options for serializing and packaging ML models post-training to deploy them to facilitate machine learning inference, model interoperability, and end-to-end model traceability. You'll understand how to build ML pipelines, continuous integration and continuous delivery (CI/CD) pipelines, and monitoring pipelines to systematically build, deploy, monitor, and govern ML solutions for businesses and industries. Finally, you'll apply the knowledge you've gained to build real-world projects. By the end of this ML book, you'll have a 360-degree view of MLOps and be ready to implement MLOps in your organization. What you will learn Formulate data governance strategies and pipelines for ML training and deployment Get to grips with implementing ML pipelines, CI/CD pipelines, and ML monitoring pipelines Design a robust and scalable microservice and API for test and production environments Curate your custom CD processes for related use cases and organizations Monitor ML models, including monitoring data drift, model drift, and application performance Build and maintain automated ML systems Who this book is for This MLOps book is for data scientists, software engineers, DevOps engineers, machine learning engineers, and business and technology leaders who want to build, deploy, and maintain ML systems in production using MLOps principles and techniques. Basic knowledge of machine learning is necessary to get started with this book.
    Note: Online resource; Title from title page (viewed April 19, 2021) , Mode of access: World Wide Web.
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    Effortless App Development with Oracle Visual Builder (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800569805
    Language: English
    Pages: 1 online resource (498 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Build web and mobile apps quickly with Oracle Visual Builder and delve into real-time end-to-end use cases, exploring best practices, recommendations, security, and debugging techniques Key Features Execute various real-time use cases and develop web and mobile applications quickly Enhance your skills by extending Oracle and non-Oracle SaaS applications using VB Gain the knowledge needed to take on projects directly and work independently Book Description Organizations are moving their applications, data, and processes to the cloud to reduce application costs, effort, and maintenance. However, adopting new technology poses challenges for developers, solutions architects, and designers due to a lack of knowledge and appropriate practical training resources. This book helps you get to grips with Oracle Visual Builder (VB) and enables you to quickly develop web and mobile applications and deploy them to production without hassle. This book will provide you with a solid understanding of VB so that you can adopt it at a faster pace and start building applications right away. After working with real-time examples to learn about VB, you'll discover how to design, develop, and deploy web and mobile applications quickly. You'll cover all the VB components in-depth, including web and mobile application development, business objects, and service connections. In order to use all these components, you'll also explore best practices, security, and recommendations, which are well explained within the chapters. Finally, this book will help you gain the knowledge you need to enhance the performance of an application before deploying it to production. By the end of this book, you will be able to work independently and deploy your VB applications efficiently and with confidence. What you will learn Get started with VB and explore its architecture and basic building blocks Gain a clear understanding of business objects and learn how to manage them Create service connections to connect to the external API and Oracle SaaS Build web and mobile apps and run them on various devices Develop Oracle Cloud and non-Oracle SaaS app extensions Get to grips with data and application security using practical examples Explore best practices along with troubleshooting and debugging mechanisms Connect your VB application with VBS for application versioning using Git Who this book is for This book is for IT professionals working with UI technologies to develop web and mobile appli...
    Note: Online resource; Title from title page (viewed March 26, 2021) , Mode of access: World Wide Web.
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    Data Understanding and Data Visualization with Python (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801078795
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 17 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn data visualization from scratch About This Video Learn data manipulation and visualization from scratch Master various Python libraries such as NumPy, Pandas, Matplotlib, and so on Create interactive, insightful visualizations In Detail Data visualization has gained a lot of traction resulting from an increased focus on data analytics. To be a successful data scientist, data manipulation and wrangling is not enough. Visualizing data to garner insights is an equally important tool in the data science toolkit. Given the myriad types of data that exist, visualization has become an increasingly important topic. This course will equip you with all the skills you need to successfully create insightful visualizations. The course first starts with the fundamentals of Python. Then, the course teaches you how to use libraries such as NumPy, Pandas, Matplotlib, Seaborn, Bokeh, and so on. Additionally, you will learn data manipulation, which is the step prior to visualization. You will also learn how to plot geographical data using Folium. Each module in the course has practical hands-on mini projects. Hence, you not only learn the theoretical fundamentals of visualizations but also gain essential practical skills. With over 12 hours of content, this is one of the most comprehensive courses you will be doing on data visualization in Python.
    Note: Online resource; Title from title screen (viewed March 26, 2021) , Mode of access: World Wide Web.
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    Customizing ASP.NET Core 5.0 (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077866
    Language: English
    Pages: 1 online resource (160 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: A guide to discovering the hidden behaviors of ASP.NET Core that can be customized to optimize your .NET 5 applications Key Features Customize the default behavior of ASP.NET Core to get the most out of the framework Enhance the app configuration, change the default dependency injection, and build your own tag helpers Discover best practices for configuring ASP.NET Core, from user interface design to hosting it on platforms Book Description ASP.NET Core is the most powerful Microsoft web framework. Although it's full of rich features, sometimes the default configurations can be a bottleneck and need to be customized to suit the nature and scale of your app. If you're an intermediate-level .NET developer who wants to extend .NET Core to multiple use cases, it's important to customize these features so that the framework works for you effectively. Customizing ASP.NET Core 5.0 covers core features that can be customized for developing optimized apps. The customization techniques are also updated to work with the latest .NET 5 framework. You'll learn essential concepts relating to optimizing the framework such as configuration, dependency injection, routing, action filters, and more. As you progress, you'll be able to create custom solutions that meet the needs of your use case with ASP.NET Core. Later chapters will cover expert techniques and best practices for using the framework for your app development needs, from UI design to hosting. Finally, you'll focus on the new endpoint routing in ASP.NET Core to build custom endpoints and add third-party endpoints to your web apps for processing requests faster. By the end of this application development book, you'll have the skills you need to be able to customize ASP.NET Core to develop robust optimized apps. What you will learn Explore various application configurations and providers in ASP.NET Core 5 Understand dependency injection in .NET and learn how to add third-party DI containers Discover the concept of middleware and write your own middleware for ASP.NET Core apps Create various API output formats in your API-driven projects Get familiar with different hosting models for your ASP.NET Core app Develop custom routing endpoints and add third-party endpoints Configure WebHostBuilder effectively for your web applications Who this book is for This .NET 5 book is for .NET developers who need to change the default behaviors of the framework to help improve the performance of their applications. Inte...
    Note: Online resource; Title from title page (viewed January 28, 2021) , Mode of access: World Wide Web.
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    Becoming a PMP® Certified Professional (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781838989309
    Language: English
    Pages: 1 online resource (826 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Pass the PMP 2021 exam with confidence with the help of practical and up-to-date coverage of project management practices from the 6th edition of the PMBOK® Guide Key Features Written by J. Ashley Hunt, an experienced PMP® trainer with over 20 years of project management experience Learn with the help of PMP® practice tests, exam tips, and best practices from the PMBOK® Guide Effectively plan core project work aspects such as scope, cost, quality, procurement, and communication Book Description One of the five most prestigious certifications in the world, the PMP® exam is said to be the most difficult non-technical certification exam. With this exam guide, you'll be able to address the challenges in learning advanced project management concepts. This PMP study guide covers all of the 10 project management knowledge areas, 5 process groups, 49 processes, and aspects of the Agile Practice Guide that you need to tailor your projects. With this book, you will understand the best practices found in the sixth edition of the PMBOK® Guide and the newly updated exam content outline. Throughout the book, you'll learn exam objectives in the form of a project for better understanding and effective implementation of real-world project management tasks, helping you to not only prepare for the exam but also implement project management best practices. Finally, you'll get to grips with the entire application and testing processes in PMP® and discover numerous tips and techniques for passing the exam on your first attempt. By the end of this PMP® exam prep book, you'll have a solid understanding of everything you need to pass the PMP® certification exam, and be able to use this handy, on-the-job desktop reference guide to overcome challenges in project management. What you will learn Understand how to fill out the exam application and what to expect on the day of the exam Get a comprehensive overview of project management processes, knowledge areas, and project execution Explore project and organization structures and other factors influencing projects Manage risk, scheduling, and cost using expert tips and insights Acquire and manage resources and communication in project work Monitor and control projects from planning to execution Discover professional responsibility, study tips, and what's in store for certified project management professionals Who this book is for If you are an experienced project manager looking for a common language and best practices in...
    Note: Online resource; Title from title page (viewed February 26, 2021) , Mode of access: World Wide Web.
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    Spring Boot Essentials (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801070737
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Leverage the rich Spring ecosystem to create complex and secure applications with Spring Boot About This Video Create and publish Spring Boot projects Examine existing Spring Boot projects and troubleshoot issues Create projects out of various technologies using starter dependencies In Detail Spring Boot provides some impressive features to simplify writing your code, and does so with minimal effort. It is the fastest way to get a Spring application up and running with the fewest lines of code and the least configuration. It aims to make development easy so that you can create production-grade applications and services. This course begins by helping you configure Spring Boot, then shows you a practical implementation of its various features. Then, you will work on running and debugging Spring Boot apps in the IDE. Following that, you’ll learn the foundations of the Spring Boot platform and understand its operations. Afterwards, you’ll understand layered architecture basics and how Spring Boot lets us create layered applications built on top of Spring. You’ll also see how autoconfiguration works and understand how to use it and troubleshoot it where required. Finally, you’ll be injecting properties into Spring-managed beans and publishing Spring events to ApplicationListeners. By the end of the course, you will get hands-on knowledge of running and debugging Spring Boot applications in the IDE. You will also be able to publish these applications on a website.
    Note: Online resource; Title from title screen (viewed April 27, 2021) , Mode of access: World Wide Web.
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    State Machines and Automata : Building a RegExp Machine (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801076944
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understand the underlying theory behind state machines, finite automata, and regular expressions About This Video Learn about RegExp history and regular grammars Learn about character and epsilon NFA fragments Learn about NFA acceptor and NFA table In Detail It’s not a secret that big tech companies, such as Google, Facebook, and others, organize their recruiting process around generalist engineers who understand basic fundamental systems, data structures, and algorithms. In fact, it’s a known issue in tech-recruiting; there are a lot of “programmers”, but not so many “engineers”. And what does define an engineer in this case? An ability to solve complex problems, with understanding (and experience) in those generic concepts. And there is a simple trick how you can gain great experience with transferable knowledge to other systems. You take some complex theoretical field, which might not (yet) be related to your main job, and implement it in a language you’re familiar with. And while you build it, you learn all the different data structures and algorithms that accommodate this system. It should specifically be something generic (for example, state machines) so that you can further transfer this knowledge to your “day-to-day” job. In this course, we take this approach. To study automata “theory”, we make it more practical: we take one of its widely used applications, the lexical analysis and pattern matching, and build a RegExp machine.
    Note: Online resource; Title from title screen (viewed April 28, 2021) , Mode of access: World Wide Web.
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    Linux System Programming Techniques (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781789951288
    Language: English
    Pages: 1 online resource (432 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Find solutions to all your problems related to Linux system programming using practical recipes for developing your own system programs Key Features Develop a deeper understanding of how Linux system programming works Gain hands-on experience of working with different Linux projects with the help of practical examples Learn how to develop your own programs for Linux Book Description Linux is the world's most popular open source operating system (OS). Linux System Programming Techniques will enable you to extend the Linux OS with your own system programs and communicate with other programs on the system. The book begins by exploring the Linux filesystem, its basic commands, built-in manual pages, the GNU compiler collection (GCC), and Linux system calls. You'll then discover how to handle errors in your programs and will learn to catch errors and print relevant information about them. The book takes you through multiple recipes on how to read and write files on the system, using both streams and file descriptors. As you advance, you'll delve into forking, creating zombie processes, and daemons, along with recipes on how to handle daemons using systemd. After this, you'll find out how to create shared libraries and start exploring different types of interprocess communication (IPC). In the later chapters, recipes on how to write programs using POSIX threads and how to debug your programs using the GNU debugger (GDB) and Valgrind will also be covered. By the end of this Linux book, you will be able to develop your own system programs for Linux, including daemons, tools, clients, and filters. What you will learn Discover how to write programs for the Linux system using a wide variety of system calls Delve into the working of POSIX functions Understand and use key concepts such as signals, pipes, IPC, and process management Find out how to integrate programs with a Linux system Explore advanced topics such as filesystem operations, creating shared libraries, and debugging your programs Gain an overall understanding of how to debug your programs using Valgrind Who this book is for This book is for anyone who wants to develop system programs for Linux and gain a deeper understanding of the Linux system. The book is beneficial for anyone who is facing issues related to a particular part of Linux system programming and is looking for specific recipes or solutions.
    Note: Online resource; Title from title page (viewed May 7, 2021) , Mode of access: World Wide Web.
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    Groovy Programming Fundamentals for Java Developers (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074063
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Extend and enhance your Java applications with Groovy. Groovy programming is a great way to speed up and modernize your Java applications with better efficiency About This Video Explore Groovy’s lightweight and powerful syntax that slashes down the development time Learn to write and adapt Groovy scripts to maximize your productivity Filter and transform collections in Groovy with Groovy’s powerful closure mechanism In Detail There are not many technologies that can brag about staying relevant for more than 30 years. Java is one of those technologies that is not only staying relevant but also evolving with time. However, in Java, due to verbose and complexities in coding, developers started using different platforms and languages to counterfeit this downside. Apache Groovy is the number one go-to language when it comes to knocking up quick scripts to automate drudge work and even for writing full-scale applications (using other frameworks such as Grails and Griffon). Groovy is predominantly seen today in Jenkins pipelines scripts and in Gradle build scripts, but this really underplays its power and versatility, as we’ll see in this course. You will learn many exciting features of Groovy and see how it reduces execution time with its lightweight syntaxes. This course will teach you how to set up Groovy, install it, and create Groovy projects in the IDE. Then you’ll be exploring the Groovy toolset and using the Groovy console to execute Groovy code. Moving ahead, you’ll learn common Groovy operators that form the cornerstone of its powerful syntax. You will then learn how to use regular expressions and capture groups to parse and extract strings. You’ll also look at Groovy collections and the enhancements delivered by GDK (Groovy Development kit). Finally, you’ll be filtering and transforming collections in Groovy with Groovy’s powerful closure mechanism and much more. By the end of this course, you will learn Groovy’s features and start using them in your day-to-day activities with ease.
    Note: Online resource; Title from title screen (viewed April 27, 2021) , Mode of access: World Wide Web.
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    Building a Parser from Scratch (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801075107
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understand the underlying theory behind recursive descent parser for a programming language About This Video Learn about basic expression and tokenizer Learn about program structure and AST formats Learn about control flow and functions In Detail Parsing or syntactic analysis is one of the first stages in designing and implementing a compiler. A well-designed syntax of your programming language is a big motivation why users would prefer and choose your language. Recursive descent parsers are the group of parsers that are widely used in practice in many production programming languages. In contrast with automated parsing algorithms, the manual implementation allows having full control over the parsing process and handling complex constructs, which may not be possible in the automatic parsers. Besides, implementing a full manual parser from scratch allows understanding and seeing this process from inside, demystifying internal structures, and turning building parsers into an interesting engineering task. In the Building a Parser from Scratch class, we dive into pure practical implementation, building and learning different aspects of parsers. In this course, you will learn the concept of recursive descent parsing, understand what is tokenizer and how it cooperates with the parser module, learn what is Abstract Syntax Tree (AST) and how to have different formats of these ASTs, what is "lookahead" and predictive parsing, and eventually build a parser for a full programming language, similar to Java or JavaScript.
    Note: Online resource; Title from title screen (viewed April 28, 2021) , Mode of access: World Wide Web.
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    The Complete Excel Guide : Beginners to Advanced (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801075763
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 hr., 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Your one-way stop to learning basic and advanced Microsoft Excel 2019 skills About This Video Gain a solid understanding of Microsoft Excel 2019 Uncover amazing Microsoft Excel suite techniques and shortcuts to make your job easy Learn how to add life to your Excel spreadsheets by creating stunning charts and graphs In Detail Everyone knows that the Microsoft Office suite is used by millions worldwide. Unlocking its full potential and learning it thoroughly will improve your productivity drastically. This course will help you grasp all the essential and advanced skills for Microsoft Excel 2019 with the help of interesting activities. We’ll start with the basic topics and see what’s new in Excel 2019. Then we will create workbooks; enter data into; explore page setup and print options; work with rows, columns, and cells; learn how the Cut, Copy, and Paste option works; understand functions and formulas; and also get introduced to PivotTables, logical, and lookup formulas. After this, we will move towards advanced concepts such as lookup and advanced lookup functions, financial functions including calculating interest and depreciation, statistical functions, learning how to connect to other workbooks and datasets outside of Excel, and creating awesome visualizations using sparklines and data bars. We’ll also cover some advanced charts such as Surface, Radar, Bubble, and Stock Charts. By the end of this course, you’ll become proficient in using Microsoft Excel for your professional and personal needs.
    Note: Online resource; Title from title screen (viewed March 27, 2021) , Mode of access: World Wide Web.
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    Teaching with Google Classroom - Second Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800565920
    Language: English
    Pages: 1 online resource (370 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Build interactive courses for online learning using Google's learning management solution Key Features Discover best practices for developing a creative educational experience using the features of Google Classroom Get to grips with the modern features of Google Classroom that can help you meet the demands of online teaching Create online courses and deliver classes in an interactive manner Book Description Google Classroom is designed to help you manage and deliver online and in-person courses in an interactive manner. Using Google Classroom saves time organizing and communicating information to students and parents. This updated second edition of Teaching with Google Classroom covers the modern features of Google Classroom that meet the current needs of online teaching. The book is written from the high-school perspective but is applicable to teachers and educators of all age groups. If you're new to Google Classroom or an experienced user who wants to explore more advanced methods with Google Classroom, this book is for you. With hands-on tutorials, projects, and self-assessment questions, you'll learn how to create classes, add students to those classes, send announcements, and assign classwork. The book also demonstrates how to start an online discussion with your students. Later, you'll discover how you can involve parents by inviting them to receive guardian emails and sharing Google Calendar with a URL. This will help them to view assignment deadlines and other important information. The book goes step by step through all the features available and examples of how best to use them to manage your classroom. By the end of this book, you'll be able to do more with Google Classroom, managing your online or in-person school classes effectively. What you will learn Create a classroom and add customized information for each individual class Send announcements and questions to students Create, distribute, collect, and grade assignments through Google Classroom Link student accounts to guardian emails for daily or weekly updates Use Google Forms to create quizzes that automatically grade and return results to students Reuse posts, archive classrooms, and perform other administrative tasks in Google Classroom Host online sessions with students and set up Google Classroom's mobile app Who this book is for This Google Classroom book is written by an educator, for educators. It's for anyone who wants to teach effectively with Google Classroom. Ther...
    Note: Online resource; Title from title page (viewed June 14, 2021) , Mode of access: World Wide Web.
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    Spring MVC With Spring Boot (All Modules) and Project (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801072687
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Enter the world of Spring MVC by learning Spring Data JPA and Spring Security the easy way About This Video Gain knowledge about Spring MVC and Spring Boot Understand interceptors and request handling Understand key annotations and handling exceptions In Detail Spring MVC with Spring Boot is a course on learning all key Spring framework features to develop robust enterprise-grade web applications. Spring MVC is a collection of Spring projects (including Spring Web, Spring Data, Spring Security, and others) that we can use to create very robust and secure enterprise Java applications and follow the ‘Model View Controller design pattern. Spring MVC relies on the core principles of Spring frameworks such as IOC, Dependency Injection, and more. This course will cover everything you need to start working on real-time Spring-based projects. This course will also cover all the prerequisite concepts so that you don’t have to learn anything new beyond this course. At the end of the course, we will combine all the modules we have learned and create a real-time Todo application from scratch.
    Note: Online resource; Title from title screen (viewed May 28, 2021) , Mode of access: World Wide Web.
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    Simplify Testing with React Testing Library (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800564459
    Language: English
    Pages: 1 online resource (246 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: A fast-paced, practical guide to helping you leverage React Testing Library to test the DOM output of components Key Features Get to grips with React Testing Library and create tests that don't break with changes in implementation Learn how to put RTL into practice by implementing it in real-world scenarios Test apps to be more accessible and ensure your tests will work with actual DOM nodes Book Description React Testing Library (RTL) is a lightweight and easy-to-use tool for testing the document object model (DOM) output of components. This book will show you how to use this modern, user-friendly tool to test React components, reducing the risk that your application will not work as expected in production. The book demonstrates code snippets that will allow you to implement RTL easily, helping you to understand the guiding principles of the DOM Testing Library to write tests from the perspective of the user. You'll explore the advantages of testing components from the perspective of individuals who will actually use your components, and use test-driven development (TDD) to drive the process of writing tests. As you advance, you'll discover how to add RTL to React projects, test components using the Context API, and also learn how to write user interface (UI) end-to-end tests using the popular Cypress library. Throughout this book, you'll work with practical examples and useful explanations to be able to confidently create tests that don't break when changes are made. By the end of this React book, you will have learned all you need to be able to test React components confidently. What you will learn Explore React Testing Library and its use cases Get to grips with the RTL ecosystem Apply jest-dom to enhance your tests using RTL Gain the confidence you need to create tests that don't break with changes using RTL Integrate Cucumber and Cypress into your test suite Use TDD to drive the process of writing tests Apply your existing React knowledge for using RTL Who this book is for This book is for software engineers, quality engineers and React developers who want to learn about modern practices used for testing React components using the latest testing tool, RTL. Basic knowledge of React development is required to get the most out of this book. Downloading the example code for this book You can download the example code files for all Packt books you have purchased from your account at http://www.PacktPub.com. If you purchased this book elsewher...
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    REPEATABILITY RELIABILITY SCALABILITY THROUGH GITOPS (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
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    ISBN: 9781801077798
    Language: English
    Pages: 1 online resource (292 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Learn how to best use GitOps to automate manual tasks in the continuous delivery and deployment process Key Features Explore the different GitOps schools of thought and understand which GitOps practices will work for you and your team Get up and running with the fundamentals of GitOps implementation Understand how to effectively automate the deployment and delivery process Book Description The world of software delivery and deployment has come a long way in the last few decades. From waterfall methods to Agile practices, every company that develops its own software has to overcome various challenges in delivery and deployment to meet customer and market demands. This book will guide you through common industry practices for software delivery and deployment. Throughout the book, you'll follow the journey of a DevOps team that matures their software release process from quarterly deployments to continuous delivery using GitOps. With the help of hands-on tutorials, projects, and self-assessment questions, you'll build your knowledge of GitOps basics, different types of GitOps practices, and how to decide which GitOps practice is the best for your company. As you progress, you'll cover everything from building declarative language files to the pitfalls in performing continuous deployment with GitOps. By the end of this book, you'll be well-versed with the fundamentals of delivery and deployment, the different schools of GitOps, and how to best leverage GitOps in your teams. What you will learn Explore a variety of common industry tools for GitOps Understand continuous deployment, continuous delivery, and why they are important Gain a practical understanding of using GitOps as an engineering organization Become well-versed with using GitOps and Kubernetes together Leverage Git events for automated deployments Implement GitOps best practices and find out how to avoid GitOps pitfalls Who this book is for This book is for engineering leaders and anyone working in software engineering, DevOps, SRE, build/release, or cloud automation teams. A basic understanding of the DevOps software development life cycle (SDLC) will help you to get the most out of this book.
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    React 17 Design Patterns and Best Practices - Third Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800560444
    Language: English
    Pages: 1 online resource (394 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local
    Abstract: Build modular React web apps that are scalable, maintainable, and powerful using design patterns and insightful best practices Key Features Get up to speed with design patterns in React such as render props and controlled and uncontrolled inputs Become well-versed with React Hooks in this updated third edition Work through examples that can be used to create reusable code and extensible designs Book Description React is an open-source, adaptable JavaScript library for building complex user interfaces (UIs) from small, detached bits called components. This book will help you to use React effectively to make your applications more flexible, easier to maintain, and improve their performance, while giving your workflow a huge boost by improving speed without affecting quality. You'll start by understanding the internals of React, before gradually moving on to writing maintainable and clean code. The chapters that follow will show you how to build components that are reusable across the application, structure applications, and create forms that actually work. Later, you will build on your knowledge by exploring how to style React components and optimize them to make applications faster and more responsive. Finally, you'll write tests effectively and learn how to contribute to React and its ecosystem. By the end of this book, you'll be able to avoid the process of trial and error and developmental headaches, and instead, have the skills you need to efficiently build and deploy real-world React web applications. What you will learn Get to grips with the techniques of styling and optimizing React components Create components using the new React Hooks Get to grips with the new React Suspense technique and using GraphQL in your projects Use server-side rendering to make applications load faster Write a comprehensive set of tests to create robust and maintainable code Build high-performing applications by optimizing components Who this book is for This book is for web developers who want to increase their understanding of React and apply it to real-life app development. Intermediate-level experience with React and JavaScript is assumed.
    Note: Online resource; Title from title page (viewed May 17, 2021) , Mode of access: World Wide Web.
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    Mastering TypeScript - Fourth Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
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    ISBN: 9781800564732
    Language: English
    Pages: 1 online resource (538 pages)
    Edition: 4th edition
    Keywords: Electronic books ; local
    Abstract: Master the TypeScript language and its latest features, explore modern web application frameworks, and build modular systems using industry standard architectural principles and design patterns. Key Features Explore TypeScript 4's key elements and advanced language features Use TypeScript with modern frameworks such as Angular, Vue, React, RxJS and Node Understand TDD, serverless techniques, micro frontends, and other industry-standard best practices to create high-quality and modular apps Book Description TypeScript is both a language and a set of tools to generate JavaScript. It was designed by Anders Hejlsberg at Microsoft to help developers write enterprise-scale JavaScript. Using a fast-paced, but easy-to-follow set of code samples, this fourth edition will get you up and running with Typescript quickly, introduce core concepts, and then build on this knowledge to help you understand and then apply more advanced language features. Mastering TypeScript, Fourth Edition also covers a variety of modern JavaScript and TypeScript frameworks and compares their respective strengths and weaknesses. As you advance through this TypeScript book, you'll explore Angular, React, Vue, RxJs, Express, NodeJS, and others. You'll get up to speed with unit and integration testing, data transformation, serverless technologies, and asynchronous programming. You'll also learn how to integrate with existing JavaScript libraries, control your compiler options, and use decorators and generics. By the end of the book, you will have built a comprehensive set of web applications using Angular, React, and Vue, having integrated them into a single cohesive website, using micro front-end techniques. Mastering TypeScript, Fourth Edition is about learning the language, understanding when to apply its features, and then selecting the framework that is the perfect fit for your real-world project. What you will learn Gain insights into core and advanced TypeScript language features Integrate with existing JavaScript libraries and third-party frameworks Build full working applications using JavaScript frameworks, such as Angular, React, Vue, and more Create test suites for your application with Jest and Selenium Apply industry-standard design patterns to build modular code Develop web server solutions using NodeJS and Express Design and implement serverless API solutions Explore micro front-end technologies and techniques Who this book is for This book serves as a guide for be...
    Note: Online resource; Title from title page (viewed April 23, 2021) , Mode of access: World Wide Web.
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    Limitless Analytics with Azure Synapse (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
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    ISBN: 9781800205659
    Language: English
    Pages: 1 online resource (392 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Leverage the Azure analytics platform's key analytics services to deliver unmatched intelligence for your data Key Features Learn to ingest, prepare, manage, and serve data for immediate business requirements Bring enterprise data warehousing and big data analytics together to gain insights from your data Develop end-to-end analytics solutions using Azure Synapse Book Description Azure Synapse Analytics, which Microsoft describes as the next evolution of Azure SQL Data Warehouse, is a limitless analytics service that brings enterprise data warehousing and big data analytics together. With this book, you'll learn how to discover insights from your data effectively using this platform. The book starts with an overview of Azure Synapse Analytics, its architecture, and how it can be used to improve business intelligence and machine learning capabilities. Next, you'll go on to choose and set up the correct environment for your business problem. You'll also learn a variety of ways to ingest data from various sources and orchestrate the data using transformation techniques offered by Azure Synapse. Later, you'll explore how to handle both relational and non-relational data using the SQL language. As you progress, you'll perform real-time streaming and execute data analysis operations on your data using various languages, before going on to apply ML techniques to derive accurate and granular insights from data. Finally, you'll discover how to protect sensitive data in real time by using security and privacy features. By the end of this Azure book, you'll be able to build end-to-end analytics solutions while focusing on data prep, data management, data warehousing, and AI tasks. What you will learn Explore the necessary considerations for data ingestion and orchestration while building analytical pipelines Understand pipelines and activities in Synapse pipelines and use them to construct end-to-end data-driven workflows Query data using various coding languages on Azure Synapse Focus on Synapse SQL and Synapse Spark Manage and monitor resource utilization and query activity in Azure Synapse Connect Power BI workspaces with Azure Synapse and create or modify reports directly from Synapse Studio Create and manage IP firewall rules in Azure Synapse Who this book is for This book is for data engineers, IT professionals, business analysts, data scientists, and database administrators who are looking to get up and running with the Azure Synapse Analytics pla...
    Note: Online resource; Title from title page (viewed June 18, 2021) , Mode of access: World Wide Web.
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    Infosec Strategies and Best Practices (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800566354
    Language: English
    Pages: 1 online resource (272 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Advance your career as an information security professional by turning theory into robust solutions to secure your organization Key Features Convert the theory of your security certifications into actionable changes to secure your organization Discover how to structure policies and procedures in order to operationalize your organization's information security strategy Learn how to achieve security goals in your organization and reduce software risk Book Description Information security and risk management best practices enable professionals to plan, implement, measure, and test their organization's systems and ensure that they're adequately protected against threats. The book starts by helping you to understand the core principles of information security, why risk management is important, and how you can drive information security governance. You'll then explore methods for implementing security controls to achieve the organization's information security goals. As you make progress, you'll get to grips with design principles that can be utilized along with methods to assess and mitigate architectural vulnerabilities. The book will also help you to discover best practices for designing secure network architectures and controlling and managing third-party identity services. Finally, you will learn about designing and managing security testing processes, along with ways in which you can improve software security. By the end of this infosec book, you'll have learned how to make your organization less vulnerable to threats and reduce the likelihood and impact of exploitation. As a result, you will be able to make an impactful change in your organization toward a higher level of information security. What you will learn Understand and operationalize risk management concepts and important security operations activities Discover how to identify, classify, and maintain information and assets Assess and mitigate vulnerabilities in information systems Determine how security control testing will be undertaken Incorporate security into the SDLC (software development life cycle) Improve the security of developed software and mitigate the risks of using unsafe software Who this book is for If you are looking to begin your career in an information security role, then this book is for you. Anyone who is studying to achieve industry-standard certification such as the CISSP or CISM, but looking for a way to convert concepts (and the seemingly endless number of a...
    Note: Online resource; Title from title page (viewed May 21, 2021) , Mode of access: World Wide Web.
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    Django with JavaScript and Ajax (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801816199
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Enter the world of Django with JavaScript and Ajax About This Video Learn all the essential concepts of Django Learn the first DOM manipulation and first Ajax call Understand the CRUD app and learn to create posts with Ajax In Detail Learn how to create improved Django web applications using JavaScript, Ajax, and Bootstrap 5 by taking this unique and complete course. In this course, we will create a nice-looking CRUD application, learning step by step how to implement the concepts mentioned above in order to bring user experience to the next level. After completion, you will have enough knowledge to create your own applications based on what you’ve learned or improve the existing ones. This isn’t a course that will just teach you how to do certain things in your code, but rather, it will teach you how to think in a way to complete your own tasks, which later will bring you to accomplishing your personal goals. By the way, it’s worth mentioning that if you are thinking to learn and discover popular modern frameworks such as ReactJS, AngularJS, or Vue JS, it’s a good idea to learn the basic concepts behind using vanilla JavaScript and Ajax in your web applications. By the end of the course, you will learn how to create beautiful apps combining JS with Python’s most famous web framework.
    Note: Online resource; Title from title screen (viewed May 28, 2021) , Mode of access: World Wide Web.
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    Azure Strategy and Implementation Guide - Fourth Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077972
    Language: English
    Pages: 1 online resource (228 pages)
    Edition: 4th edition
    Keywords: Electronic books ; local
    Abstract: Leverage Azure's cloud capabilities to find the most optimized path to meeting your firm's cloud infrastructure needs. Key Features Get to grips with the core Azure infrastructure technologies and solutions Develop the ability to opt for cloud design and architecture that best fits your organization Cover the entire spectrum of cloud migration from planning to implementation and best practices Book Description Microsoft Azure is a powerful cloud computing platform that offers a multitude of services and capabilities for organizations of any size moving to a cloud strategy. This fourth edition comes with the latest updates on cloud security fundamentals, hybrid cloud, cloud migration, Microsoft Azure Active Directory, and Windows Virtual Desktop. It encapsulates the entire spectrum of measures involved in Azure deployment that includes understanding Azure fundamentals, choosing a suitable cloud architecture, building on design principles, becoming familiar with Azure DevOps, and learning best practices for optimization and management. The book begins by introducing you to the Azure cloud platform and demonstrating the substantial scope of digital transformation and innovation that can be achieved with Azure's capabilities. The guide also acquaints you with practical insights into application modernization, Azure Infrastructure as a Service (IaaS) deployment, infrastructure management, key application architectures, best practices of Azure DevOps, and Azure automation. By the end of this book, you will have acquired the skills required to drive Azure operations from the planning and cloud migration stage to cost management and troubleshooting. What you will learn Understand core Azure infrastructure technologies and solutions Carry out detailed planning for migrating applications to the cloud with Azure Deploy and run Azure infrastructure services Define roles and responsibilities in DevOps Get a firm grip on Azure security fundamentals Carry out cost optimization in Azure Who this book is for This book is designed to benefit Azure architects, cloud solution architects, Azure developers, Azure administrators, and anyone who wants to develop expertise in operating and administering the Azure cloud. Basic familiarity with operating systems and databases will help you grasp the concepts covered in this book.
    Note: Online resource; Title from title page (viewed May 14, 2021) , Mode of access: World Wide Web.
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    Android Studio 4.1 Development Essentials – Java Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801815161
    Language: English
    Pages: 1 online resource (810 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Acquire the skills necessary to develop Android apps using the Android Studio integrated development environment and the Java programming language Key Features Design complex, responsive user interface layouts Use the latest Material Design components to build modern user interface designs Integrate with SQLite databases and the Android Room Persistence Library Book Description For developers, Android 11 has a ton of new capabilities. The goal of this book is to teach the skills necessary to develop Android-based applications using the Java programming language. This book begins with the steps necessary to set up an Android development and testing environment. An overview of Android Studio along with the architecture of Android is covered next, followed by an in-depth look at the design of Android applications and user interfaces using the Android Studio environment. You will also learn about the Android architecture components along with some advanced topics such as touch screen handling, gesture recognition, the recording and playback of audio, app links, dynamic delivery, the AndroidStudio profiler, Gradle build configuration, and submitting apps to the Google Play Developer Console. The concepts of material design, including the use of floating action buttons, Snackbars, tabbed interfaces, card views, navigation drawers, and collapsing toolbars are a highlight of this book. This edition of the book also covers printing, transitions, and cloud-based file storage; the foldable device support is the cherry on the cake. By the end of this course, you will be able to develop Android 11 Apps using Android Studio 4.1, Java, and Android Jetpack. What you will learn Install and configure Android Studio on Windows, macOS, and Linux Detect screen touches and gestures Use Java threads to write asynchronous code Integrate your apps with Google cloud storage Divide large apps using dynamic feature modules Monitor app performances using the Android Studio Profiler tool Who this book is for This book is for Java developers who want to learn essential skills to work with Android Studio 4.1 to build applications. The book also covers important topics about Android architecture that are essential for anyone looking to become an Android application developer. Assuming you already have some programming experience, are ready to download Android Studio and the Android SDK, have access to a Windows, Mac, or Linux system, and ideas for some apps to develop, you ar...
    Note: Online resource; Title from title page (viewed May 14, 2021) , Mode of access: World Wide Web.
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    Adversarial Tradecraft in Cybersecurity (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801076203
    Language: English
    Pages: 1 online resource (246 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Master cutting-edge techniques and countermeasures to protect your organization from live hackers. Learn how to harness cyber deception in your operations to gain an edge over the competition. Key Features Gain an advantage against live hackers in a competition or real computing environment Understand advanced red team and blue team techniques with code examples Learn to battle in short-term memory, whether remaining unseen (red teams) or monitoring an attacker's traffic (blue teams) Book Description Little has been written about what to do when live hackers are on your system and running amok. Even experienced hackers tend to choke up when they realize the network defender has caught them and is zoning in on their implants in real time. This book will provide tips and tricks all along the kill chain of an attack, showing where hackers can have the upper hand in a live conflict and how defenders can outsmart them in this adversarial game of computer cat and mouse. This book contains two subsections in each chapter, specifically focusing on the offensive and defensive teams. It begins by introducing you to adversarial operations and principles of computer conflict where you will explore the core principles of deception, humanity, economy, and more about human-on-human conflicts. Additionally, you will understand everything from planning to setting up infrastructure and tooling that both sides should have in place. Throughout this book, you will learn how to gain an advantage over opponents by disappearing from what they can detect. You will further understand how to blend in, uncover other actors' motivations and means, and learn to tamper with them to hinder their ability to detect your presence. Finally, you will learn how to gain an advantage through advanced research and thoughtfully concluding an operation. By the end of this book, you will have achieved a solid understanding of cyberattacks from both an attacker's and a defender's perspective. What you will learn Understand how to implement process injection and how to detect it Turn the tables on the offense with active defense Disappear on the defender's system, by tampering with defensive sensors Upskill in using deception with your backdoors and countermeasures including honeypots Kick someone else from a computer you are on and gain the upper hand Adopt a language agnostic approach to become familiar with techniques that can be applied to both the red and blue teams Prepare yourself ...
    Note: Online resource; Title from title page (viewed June 14, 2021) , Mode of access: World Wide Web.
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    Scrum Fundamentals for Scrum Master and Agile Projects (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801818599
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn the basics of Scrum and the Scrum lifecycle, how to organize a Scrum team and set up a project, and how to implement a Scrum, from releases and sprints to enterprise transformation. About This Video Get into the shoes of the Scrum team and understand what their role is Cover topics of the three Scrum Artifacts: product backlog, sprint backlog, and increment Quickly get to grips with Scrum and Agile with a clear explanation of the concepts In Detail Scrum is a framework within which the product owner, scrum master, and development team members can address complex adaptive problems, while productively and creatively delivering products of the highest possible value. In this course, you will gain a good understanding of the basics of Scrum before progressing to more advanced topics. You will learn about Scrum Team, various Scrum Events and Artifacts, and how these come together in a successful project. You will learn the advantage and disadvantages of Scrum so you can use the right practices and tools for your project. The course also covers key Agile concepts such as Burndown charts, which are useful to predict when work will be done; Minimum Viable Product (MVP) and how to use this technique to introduce new products to the market; estimation techniques to complete priority work; as well as velocity techniques to plan sprints and track team performance. By the end of the course, you will be familiar with Scrum and Agile as a proven method of project management, and be able to apply the same to your projects. You will also be one step closer to pursuing professional scrum certifications such as Professional Scrum Master and Professional Scrum Product Owner™, as well as many other official Scrum certifications.
    Note: Online resource; Title from title screen (viewed June 29, 2021) , Mode of access: World Wide Web.
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    Mastering PowerShell Scripting - Fourth Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800206540
    Language: English
    Pages: 1 online resource (788 pages)
    Edition: 4th edition
    Keywords: Electronic books ; local
    Abstract: Grasp advanced PowerShell 7.1 functionalities for effective automation of your environment Key Features See PowerShell in action, from learning the fundamentals to creating classes, scripts, and modules Work with dual code for PowerShell 7 and Windows PowerShell Automate complex tasks, manipulate data, and secure your environment Book Description PowerShell scripts offer a convenient way to automate various tasks. This comprehensive guide starts with the basics before moving on to advanced topics to help you become a PowerShell 7.1 expert. This extensively revised edition includes two new chapters on debugging and troubleshooting and creating GUIs. Learn the new features of PowerShell 7.1 by working with parameters, objects, and .NET classes from within PowerShell 7.1. As you work through the chapters, you'll see how to efficiently manage substantial amounts of data and interact with other services using PowerShell 7.1. Make the most of PowerShell's automation features, using different methods to parse data, manipulate regular expressions, and work with Windows Management Instrumentation (WMI). Advanced topics include asynchronous processing, desired state configuration, using more complex scripts and filters, debugging issues, and error-handling techniques. By the end of this PowerShell book, you will be an expert in scripting with PowerShell 7.1. What you will learn Optimize code with functions, switches, and looping structures Work with objects and operators to test and manipulate data Parse and manipulate different data types Create scripts and functions using PowerShell Use jobs, runspaces, and runspace pools to run code asynchronously Write .NET classes with ease within PowerShell Create and implement regular expressions in PowerShell scripts Make use of advanced techniques to define and restrict the behavior of parameters Who this book is for This book is aimed at beginners who want to understand the basics as well as experienced system administrators looking to extend their knowledge. Prior knowledge of PowerShell is beneficial but not essential to get the most value from this book. Some familiarity with operating systems would be useful, but not essential.
    Note: Online resource; Title from title page (viewed June 29, 2021) , Mode of access: World Wide Web.
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