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  • Safari, an O’Reilly Media Company.  (857)
  • Gajek, Józef
  • Electronic videos ; local  (857)
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Publisher
Keywords
  • 1
    Online Resource
    Online Resource
    Optimization and Greedy Algorithms in One Hour (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use optimization strategies and greedy algorithms in one hour.
    Note: Online resource; Title from title screen (viewed March 7, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 2
    Online Resource
    Online Resource
    Master Math by Coding in Python (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074537
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 hr., 7 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Use Python to learn algebra, calculus, graphing, trigonometry, conics, and more math topics! About This Video 33+ hours of instruction that includes Python coding, visualization, loops, variables, and functions Each video has at least one hands-on coding/math exercise and each section ends with "bug hunts" Overview of beginner and advanced mathematics, from solving for “x” to computing integrals In Detail Many people don’t know that Python is a really powerful tool for learning math. Sure, you can use Python as a simple calculator, but did you know that Python can help you learn more advanced topics in algebra, calculus, and matrix analysis? That’s exactly what you’ll learn in this course. The glaring question would be: if you don’t know anything about Python, then how will you code? Don’t worry, this course is aimed at complete beginners; the instructor will take you through every step of the code. You don’t need to know anything about Python, although it’s useful if you already have some programming experience. Even if you are not at all good at math, you will be amazed at how much better you can learn math using Python as a tool to help with your courses or your independent study. And that’s exactly the point of this course: Python programming as a tool to learn mathematics. This course is designed to be the perfect addition to any other math course or textbook that you are going through. A lot of hands-on practical exercises come with this course, each video has at least one hands-on coding/math exercise and each section ends with “bug hunts“ where you get to find and fix math-coding errors. By the end of the course, you will be able to understand very complex mathematical concepts with a bit of coding in Python. Who this book is for This course is for absolute beginners and individuals who are looking to use computers as a learning tool and developers who want to improve their math skills. If you are in middle/high school, university, or are returning to math as an independent learner or a data professional who wants to brush up on math and Python skills, you will definitely benefit from this course. If you are bored and looking for a fun intellectual challenge, then go for it. You need not have any prior experience or knowledge in coding; just be ready with your learning mindset at the highest level.
    Note: Online resource; Title from title screen (viewed August 25, 2021) , 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.
  • 3
    Online Resource
    Online Resource
    Exam DA-100 Analyzing Data with Microsoft Power BI (Video) (2021)
    [Erscheinungsort nicht ermittelbar] : Microsoft Press | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 42 min.)
    Edition: 1st edition
    Keywords: Streaming video ; Internet videos ; Electronic videos ; local ; Electronic videos ; Vidéos sur Internet ; streaming video ; Vidéo en continu
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 8+ Hours of Video Instruction Prepare for Microsoft Exam DA-100 and demonstrate your mastery of Power BI data analysis and visualization. This Exam DA-100: Analyzing Data with Microsoft Power BI video is designed for data analysts responsible for designing scalable data models, cleaning and transforming data, and presenting analytic insights through data visualizations using Power BI. This video focuses on the skills measured by the exam objectives, as updated by Microsoft on July 29, 2021. Prepare the data Model the data Visualize the data Analyze the data Deploy and maintain deliverables Using his years of experience teaching Power BI to a variety of learners, Microsoft Certified Trainer Chris Sorensen explains how to optimize Power BI features and functions and prepares you for what to expect on the DA-100 exam. In his engaging style grounded in real-world scenarios, Chris gives you insights to navigate and build effective Power BI solutions, quickly and effectively. With Chris as your guide, you are well-equipped to advance in your career as a data analyst. About the Instructor Chris Sorensen, CPA, CGA , is the Founder and President of Iteration Insights, a tech-enabled data analytics solutions provider based in Calgary, Alberta. He is a Microsoft Certified Data Analyst Associate and Microsoft Certified Trainer with a combined 20+ years of industry and teaching experience. In his career, he has led numerous Analytics projects in more than 15 industries across small to enterprise-sized organizations. As an adjunct instructor of the Business Intelligence program at SAIT, he plays a significant role in shaping new talent in Calgary’s emerging tech sector. Following his lifelong learning approach, Chris also coordinates both Power Platform and Azure Analytics User Groups, providing a space dedicated to knowledge-sharing and growing Alberta’s tech community. His favorite hashtag is #neverstoplearning. Skill Level Intermediate Who Should Take This Course Certification candidates preparing for Exam DA-100: Analyzing Data with Microsoft Power BI Data analysts who want to use Microsoft Power BI to maximize their data asse...
    Note: Online resource; Title from title screen (viewed August 11, 2021) , 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
    Apache Spark 3 for Data Engineering and Analytics with Python (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803244303
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Master Python and PySpark 3.0.1 for Data Engineering / Analytics (Databricks) About This Video Apply PySpark and SQL concepts to analyze data Understand the Databricks interface and use Spark on Databricks Learn Spark transformations and actions using the RDD (Resilient Distributed Datasets) API In Detail Apache Spark 3 is an open-source distributed engine for querying and processing data. This course will provide you with a detailed understanding of PySpark and its stack. This course is carefully developed and designed to guide you through the process of data analytics using Python Spark. The author uses an interactive approach in explaining keys concepts of PySpark such as the Spark architecture, Spark execution, transformations and actions using the structured API, and much more. You will be able to leverage the power of Python, Java, and SQL and put it to use in the Spark ecosystem. You will start by getting a firm understanding of the Apache Spark architecture and how to set up a Python environment for Spark. Followed by the techniques for collecting, cleaning, and visualizing data by creating dashboards in Databricks. You will learn how to use SQL to interact with DataFrames. The author provides an in-depth review of RDDs and contrasts them with DataFrames. There are multiple problem challenges provided at intervals in the course so that you get a firm grasp of the concepts taught in the course. Who this book is for This course is designed for Python developers who wish to learn how to use the language for data engineering and analytics with PySpark. Any aspiring data engineering and analytics professionals. Data scientists/analysts who wish to learn an analytical processing strategy that can be deployed over a big data cluster. Data managers who want to gain a deeper understanding of managing data over a cluster.
    Note: Online resource; Title from title screen (viewed August 30, 2021) , 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.
  • 5
    Online Resource
    Online Resource
    Real World Computer Vision and MLOps Cookbook- Chapter 7 Walkthrough Practical MLOps (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A walkthrough of Chapter 7 of the O'Reilly book Practical MLOps. Learn about real-world computer vision including a recap of Tesla AI day 2021. Topics include: * Getting models into production * Tesla FSD * Tesla Computer Vision * Tesla AI Day * DataOps * ML Platforms * Sagemaker * Continuous Integration and Continuous Deployment * MLOps cookbook * ML Engineering * Data Engineering * AWS App runner * GCP * Azure * Containers * Kaizen
    Note: Online resource; Title from title screen (viewed August 24, 2021) , 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.
  • 6
    Online Resource
    Online Resource
    Software Security Testing (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803244358
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Master the industry standards and enable yourself to carry out professional assessments to secure technologies, as well as communicate risks to high-level executives, management, and technical staff About This Video Build up your own personal security testing lab environment, identify and exploit vulnerabilities Gain the foundational knowledge and skills to carry out multiple types of security assessments Use labs to enhance your learnings In Detail Does finding security bugs, hacking software, and breaking into applications and databases sound exciting? Do you need to secure technologies and build resilient software? If yes, then the software security testing path is for you. This course teaches you the necessary security testing skills to conduct professional security assessments in various approaches. As you progress through the course, you will learn the core tenets of software security, build up your own personal security testing lab environment, identify and exploit vulnerabilities, break contemporary security systems, utilize world-famous tools and approaches, and confidently communicate findings to all stakeholders. Upon completion, you will have the foundational knowledge and skills to carry out multiple types of security assessments including penetration testing, security auditing, and code analysis in order to help build secure and resilient software throughout the SLDC. By the end of the course, you will be able to master industry standards and carry out professional assessments to secure technologies, as well as communicate risks to high-level executives, management, and technical staff. Who this book is for This course is designed for penetration testers, software developers, cyber security enthusiasts, and anyone who wants to grow their software security testing skills.
    Note: Online resource; Title from title screen (viewed August 31, 2021) , 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.
  • 7
    Online Resource
    Online Resource
    Agile Retrospective : Continuous Improvement and Kaizen with Scrum (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803231563
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Master Agile Retrospective to boost the efficiency and productivity of your team About This Video A complete overview of the Sprint retrospectives Feel confident in improving the performance of scrum for any software, service, maintenance, or support team Explore Sprint retrospectives that will make your team or business more efficient In Detail Learn how to be confident while conducting Scrum. Whether you are a novice, an expert, or simply someone who wants the answer to the question—what is Sprint Retrospective?—this is definitely the class for you. Sprint Retrospective is a method for boosting your team’s efficiency. The author explains the fundamentals of Agile Retrospective and how to organize Sprint Retrospective at an industrial level in a very simple way. To get the best experience, all you need is a keen interest in Agile Scrum, a real need to improve your team or business, and the desire to improve continuously. Each section features an overview of a particular aspect of holding a Sprint Retrospective and tips to organize it wonderfully. Examples are included throughout the course with interactive and quality resources. Everything is based on real-world experiences. Who this book is for This course is useful for Scrum masters, product owners, business owners, support teams, maintenance teams, service and sales teams, development support teams, and anyone who wants a complete overview of Agile Scrum Retrospectives.
    Note: Online resource; Title from title screen (viewed August 24, 2021) , 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.
  • 8
    Online Resource
    Online Resource
    Writing Secure Code in ASP.NET (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803246123
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn about the security capabilities that .NET provides out of the box, how they work, and how to implement them properly About This Video Become a professional by performing secure coding practices Build effective security controls to protect against breaches and malicious hackers Use labs to enhance your learnings In Detail With the growing need for cybersecurity across the world, developers who have mastered cyber resilience get ahead. Secure coding in ASP.NET is an instrumental pathway for all developers who wish to build secure and cyber-resilient software. This course will enable you as a professional to execute secure coding practices, identify vulnerabilities in the code, remediate identified weaknesses, design with security in mind, and build effective security controls to protect against breaches and malicious hackers. You will learn about ASP.NET security fundamentals, security features, common approaches to secure development and methodologies, common technical vulnerabilities, design flaws, and business logic issues. You will master the tools and skills needed in order to secure software early in the SLDC, such as identifying common vulnerabilities (SQL Injections, IDOR, XSS, Command Injection, and more!), applying world-famous tools to aid you in building secure software, automating security tests, planning remediation efforts, and integrating best practices in all development efforts. By the end of the course, you will be able to execute secure coding practices like a professional. Who this book is for This course is designed for .NET developers, software developers, cyber security enthusiasts, or for anyone who would like to grow their secure coding skills in ASP .NET.
    Note: Online resource; Title from title screen (viewed August 31, 2021) , 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.
  • 9
    Online Resource
    Online Resource
    TCP/IP Fundamentals LiveLessons, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Cisco Press | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Almost 9 Hours of Video Instruction Overview TCP/IP Fundamentals LiveLessons provides almost 9 hours of video learning that encompasses an in-depth exploration of the foundational concepts of the TCP/IP protocols as used today in modern enterprise and cloud provider networking. This course is specifically geared toward younger adult learners as well as individuals who are transitioning into a new career in information It is a great first taste into networking and internetworking, and serves as a great prequel to any Network+ or CCNA-type course. The course offers a clear and easily digestible introduction and explanation of the protocols, services, and behaviors of the modern TCP/IP implementation. Michael Shannon uses slides, interactive board work, and whiteboards and provides several demonstrations of the technology on modern Windows, Linux, and Amazon Web Service environments. Michael J. Shannon has more than 25 years of IT and information system experience working as an employee, contractor, and consultant for companies like MCI, Platinum Technologies, Fujitsu, IBM, State Farm, MindSharp, Skillsoft, and of course Pearson. He is uniquely qualified to provide detailed explanations to help you understand exactly what is happening under the hood when accessing the Internet, whether it’s using a corporate PC, laptop, mobile device, or even your web-enabled alarm! This course is a great first step in the process for entry-level IT certifications such as CompTIA Network+, A+, Cisco CCNA, Juniper, PAN, and cloud services like Google Cloud Platform and Amazon Web Services. About the Instructor Michael J. Shannon began his IT career when he transitioned from recording studio engineer to network technician for a major telecommunications company in the early 1990s. He soon began to focus on security and was one of the first 10 people to attain the HIPAA Certified Security Specialist. Throughout his 30 years in IT he has worked as an employee, contractor, and consultant for numerous companies, including Platinum Technologies, Fujitsu, IBM, State Farm, MindSharp, Pearson, and Skillsoft. Skill Level Beginner/entry-level What You Will Learn A complete overview of all TCP/IP fundamentals About ground-level Internet technology and general networking Who Should Take This Course The target audience for this course consists of anyone who wants to learn about the foundation of the Internet and the World Wide Web. It is a great introductory course and an excel...
    Note: Online resource; Title from title screen (viewed August 11, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
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  • 10
    Online Resource
    Online Resource
    Software Architecture Hour : Incremental Architecture with Allen Holub (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on incremental architecture with Neal Ford and software architect and Agile-transformation pro Allen Holub. They’ll explain why you should create an architecture incrementally as you work so that you can easily modify that architecture as new requirements emerge—and discuss how to do so. (The solution is to build around a domain-focused metaphor that allows for incremental changes while maintaining coherence throughout.) Neal and Allen will spend a few minutes covering the fundamentals of incremental architecture, then tell you what you need to know to stay ahead of the curve. What you’ll learn and how you can apply it Learn the benefits of incremental architecture Understand how to create your architecture incrementally See what’s coming next with software architecture This recording of a live event is for you because… You’re looking for ways to build an architecture that can evolve with the changing needs of your business. Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Building Evolutionary Architectures (book) Read RESTful Web Microservices Cookbook (book) Explore Software Architecture Fundamentals Beyond the Basics (video course) Attend Software Architecture Superstream: Software Architecture Fundamentals—Comparing Architectural Styles (September 15) Take Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford)
    Note: Online resource; Title from title screen (viewed September 2, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 11
    Online Resource
    Online Resource
    Learn DOM Manipulation with Easy Modern JavaScript (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801810180
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Enhance your JavaScript skills by learning the fundamentals of the Document Object Model. About This Video Use modern JavaScript with classes, private attributes, and DOM APIs to build user interfaces Build an interactive game that will help you understand the fundamentals of the Document Object Model Learn to optimize and bundle your code In Detail The Document Object Model (DOM) is the data representation of the objects that comprise the structure and content of a document on the web. This is what we are going to use when we work with JavaScript and interact in any way dynamically with the document. When one uses Angular, Vue, React, or any other library or framework to create modern web applications, the DOM is what these use under the hood. This course will make you stand out as a JavaScript developer. You will get a clear understanding of the DOM fundamentals. The course will help you understand what the DOM is and how to interact dynamically with an HTML document. We will build user interfaces using modern and easy JavaScript with classes, private attributes, and DOM APIs. Learn optimization techniques and apply easy bundling techniques that include dynamic CSS loading. We will search for documentation; memorizing all the DOM interfaces is not required. While building the game application, you will understand how to interact with the DOM and user input through event listeners.
    Note: Online resource; Title from title screen (viewed July 28, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 12
    Online Resource
    Online Resource
    NodeJS, MongoDB, and Express - Beginner to Intermediate JavaScript (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803245232
    Language: English
    Pages: 1 online resource (1 video file, approximately 13 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Excel in NodeJS, MongoDB, and Express, and improve your JavaScript skills. About This Video Set up MongoDB in the cloud to connect using NodeJS Learn how you can create your own module locally Learn how to send data from a front-end form to Node Express to output to the terminal In Detail This course is split into 7 sections; section 1 is a fast-paced quick introduction to NodeJS and how you start using NodeJS. We discuss what NodeJS is and that it is not a programming language like JavaScript but an interpreter and environment for JavaScript. Moving further with section 2, we explore the fundamentals of JavaScript and writing JavaScript code within the Node. It is loaded with examples about the basics of coding JavaScript . As Node uses JavaScript code, this section will provide a refresher and quick overview of JavaScript, and is designed to cover core JavaScript required for the upcoming sections and writing Node. JavaScript asynchronous programming explains asynchrony in computer programming, refers to the occurrence of events independent of the main program flow and ways to deal with such events, and shows how to add callbacks that run once a stack is complete. Each module in NodeJS has its own context and cannot interfere with other modules. Modules are like libraries that you can include in your application. Node.js has a set of built-in modules you can use without any further installation, such as http, fs, path, and url. Express is a minimal and flexible Node.js web application framework that provides a robust set of features for web and mobile applications. Explore how to set up a web application quickly with Express. Who this book is for To take this course, you will need to have some knowledge of Object-Oriented Programming, if not C#. Even if you do not have much exposure to the .NET development stack, this course is very beginner-friendly and chock-full of development tips. This course is ideal for anyone who wants to learn more about NodeJS, and for JavaScript developers and web developers.
    Note: Online resource; Title from title screen (viewed August 30, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 13
    Online Resource
    Online Resource
    Meet the Expert : Jen Stirrup on Democratizing AI for the Business (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: If AI is going to be part of everyday life for businesses and citizens alike, it needs to be accessible. So how should organizations move toward AI maturity? And what steps can businesses take to democratize AI while meeting the challenges they’ll encounter along the way? In this Meet the Expert, AI and business intelligence leader Jen Stirrup walks you through a number of different challenges and considerations for the democratization of AI for business—along with approaches for overcoming them. Find out what AI means for the industry, for people’s careers, and for their training opportunities as you explore aspects of AI that you may not have considered yet. Recorded on August 24, 2021. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed August 24, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 14
    Online Resource
    Online Resource
    Get started with Conda (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Packaging in Python has always been polarizing. From complicated beginnings where you couldn't uninstall libraries, to virtualenv that allows you to work in a self-contained environment that can be thrown away. In this video, I'll present an introduction to Conda, and to a chanel-specific variation of it that is maintained by the community called miniforge. If you are looking for a way to get scientific packages for the new Apple M1 silicon, this video will also help you out get everything sorted, including installing versions of Python that are pre-packaged and ready for data science tasks. Topics include: * Install Conda by using the community version called miniforge. * Use conda to install a specific version of Python, without system installs * Find more about the differences between virtualenv, pip, and conda * Install data science libraries in the new Apple M1 silicon Useful links: * Conda documentation * Conda Forge community documentation * Conda miniforge project
    Note: Online resource; Title from title screen (viewed August 18, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 15
    Online Resource
    Online Resource
    AWS Step Functions for Optimization (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use optimization techninques along with AWS Step Functions
    Note: Online resource; Title from title screen (viewed September 12, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 16
    Online Resource
    Online Resource
    Mastering Core Concepts in Python Functions (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to master key components of Python functions. Topics include: * Input, Output and Unit of Work * Decorators, Yield Statements, Generators, Closures and Nested Functions * Using Github Codespaces and Github Actions * Building Command-line tools * Microservices including Flask and FastAPI * Using AWS Cloud9 along side AWS App Runner
    Note: Online resource; Title from title screen (viewed September 3, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 17
    Online Resource
    Online Resource
    Exam AZ-303 Microsoft Azure Architect Technologies (Video) (2021)
    [Erscheinungsort nicht ermittelbar] : Microsoft Press | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 17 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 12+ Hours of Video Instruction This course will help an IT professional prepare for the AZ-303, Microsoft Azure Architect Technologies exam or simply learn about common Azure services. Overview: Cloud computing is growing at an accelerating pace, and skills in cloud computing are becoming an important part of any IT professional’s resume. Microsoft offers role-based certifications in several areas of Azure, and the most advanced certification for IT administrators is the Azure Solutions Architect Expert. This certification is achieved by passing two exams: Microsoft Azure Architect Technologies and Microsoft Azure Architect Design. This course is designed to help you pass the first exam on Azure technologies. It discusses the common services in Azure and lays the foundation for architecting solutions in Azure. All the skills measured on the Microsoft Azure Architect Technologies exam are covered in this course. About the Instructor After leaving Microsoft in 1995, Ray Humphrey began teaching administrative, programming, and software design classes to industry professionals and has done that continuously since that time. He teaches all components of the application from user interface to middle tier to database to cloud. Skills he teaches include Azure services architecture, design, and implementation; web front-ends (JavaScript, HTML, CSS); web server applications and services (C#.NET, Visual Basic.NET, MVC, Web API); Windows desktop applications (WPF, Windows Forms); database design and solution integration (SQL Server, Entity Framework, ADO.NET); and custom Microsoft Office solutions (Access and Excel). He has a long history and deep knowledge of the Microsoft platform. Ray has been a Microsoft Certified Trainer since 1995. He holds these certifications: Azure Solutions Architect Expert, Azure Administrator Associate, Azure Developer Associate, MCSE Data Management and Analytics, MCSE Cloud Platform and Infrastructure, and MCSD App Builder: Web Apps. Follow this trainer at: https://www.linkedin.com/in/trayhumphrey/ Skill Level: Intermediate to Advanced Learn How To: Create and manage Infrastructure-as-a-Service resources in Azure Create and manage Platform-as-a-Service resources in Azure Create and manage data platforms in Azure Manage user identity in Azure Learn about key Azure resources and workloads Who Should Take This Course: Any student pursuing the Microsoft Azure Solutions Architect Expert certification Any studen...
    Note: Online resource; Title from title screen (viewed July 15, 2021) , Mode of access: World Wide Web.
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    Online Resource
    50 Projects in 50 Days - HTML, CSS, and JavaScript (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801079976
    Language: English
    Pages: 1 online resource (1 video file, approximately 18 hr., 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn the basics of HTML, CSS, and JavaScript in 50 days by working on 50 different projects About This Video Project-based teaching to sharpen your HTML, CSS, and JavaScript skills DOM manipulation, events, array methods, HTTP requests, and more Modern styling with flexbox, CSS animations, custom properties, and so on In Detail This is a purely project-based course. It is geared toward beginners, but intermediate developers can also enjoy creating new things. This course includes 50 mini projects in HTML, CSS, and JavaScript that relate to the DOM (Document Object Model). Here is a list of what we will create in this course: Expanding Cards Progress Steps Rotating Navigation Animation Hidden Search Widget Blurry Loading Scroll Animation Split Landing Page Form Wave Sound Board Dad Jokes Event Keycodes FAQ Collapse Random Choice Picker Animated Navigation Incrementing Counter Drink Water Movie App Background Slider Theme Clock Button Ripple Effect Drag N Drop Drawing App By the end of this course, you will be thorough with the basics and concepts in HTML, CSS, and JavaScript. Who this book is for This course is for beginner and intermediate web developers who want to build fun and unique projects with HTML, CSS, and JavaScript.
    Note: Online resource; Title from title screen (viewed August 27, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    Data Engineering with AWS Step Functions for the impatient (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Use AWS Step Functions to solve problems
    Note: Online resource; Title from title screen (viewed September 12, 2021) , Mode of access: World Wide Web.
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    Bad Programming 101 - Part 2 : Become a Better Coder by Learning How (Not) to Program (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484271537
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to avoid bad programming practices that create low-quality code that is difficult to maintain or test, and exhibits properties such as brittleness, low comprehensibility, and high defect density. This video takes a humorous slant on the typical programming practice manual by reversing the usual approach. Its approach is to jokingly assume that you wish to be an agent of chaos and sneak bad code into a software project in order to ruin its chances of success, or frustrate your colleagues by producing unreadable, error-prone garbage. Under this pretense, the video teaches how to avoid the kind of bad habits that introduce bugs or cause code contributions to be outright rejected. The bad practices are organised into topics that form the basis of programming (layout, variables, loops, etc.). At the end of each topic, a more serious voice chimes in temporarily to explain why the ‘advice’ just given is actually poor and suggests some better alternative practices. By sourcing classic programming guidebooks, empirical studies, and a range of coding conventions from some of the most successful software projects, this video explains the reasoning behind good programming practices. These topics form the basis of good programming style and are important for anyone embarking on a career in professional programming or wishing to contribute to a software project. Normally, beginner programmers learn these good practices by going through a period of making mistakes and learning from them. This video helps to shorten that learning process by teaching a core of good practices and will enable you to become a productive programmer faster. This video – Part 2 of the series – focuses on coding practices at the ‘modular scale’, i.e. at the level of organisational building blocks such as subroutines and classes. What You Will Learn Become a better coder by learning how (not) to program Choose your tools wisely Think of programming as problem solving Discover the consequences of a program’s appearance and overall structure Avoid bad habits and common mistakes See how poor error-handling makes for unstable programs Who This Video Is For You should have some practical programming knowledge (i.e. you can program in at least one programming language), but little to no professional experience. You are either still undergoing training in software development, or are at the beginning of your programming career. You have, at most, 1-2 years of professional experience.
    Note: Online resource; Title from title screen (viewed July 13, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Learning Azure Process Automation Using PowerShell (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803243115
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Begin your journey in the field of cloud storage in Microsoft Azure with this complete guide. This course is a one-stop-shop to gain this necessary and in-demand skill from scratch to advance your career in cloud computing or services. About This Video Demonstration of the importance of Azure PowerShell and real-world scenarios to help you master Azure Learn how to automate your boring and repetitive work using simple PowerShell tiny scripts Engaging explanation of Azure concepts and regular test-your-knowledge exercises within lectures In Detail Azure PowerShell (PowerShell + Az Module) is a set of cmdlets to manage Azure resources directly from the PowerShell command line. Azure PowerShell is designed to make it easy to learn and get started with managing Azure resources and provides powerful features for automation. It is used to perform powerful, common tasks in Microsoft Azure through an extension of Windows PowerShell. Without logging in, users can enter a single cmdlet from the command line to create a new virtual machine. This course is designed to take the system administrators to an advanced level and make them more efficient at their work. You will find ways to automate your daily work using the advantages of Windows PowerShell. It covers a wider list of topics such as how to deploy a virtual machine in Azure Cloud, connecting local PowerShell to Azure, deploying new Azure resources using PowerShell, Azure PowerShell to query and format output, how to administer Azure storage using Azure PowerShell, application code development, code enhancement, and publishing of the application. The last section focuses on PowerShell basics. By the end of this course, you will be able to administer and manage Azure resources and automate Azure tasks using PowerShell easily. Administrators will find it easier to create, test, deploy, and manage Azure cloud platform services. Who this book is for This course can be taken by absolute beginners including candidates with non-technical backgrounds, such as those involved in selling or purchasing and somehow involved with cloud-based solutions/services, as well as those with a technical background who have a need to validate their foundation-level knowledge around cloud services and Azure. System administrators using cloud services in their day-to-day life will benefit the most. Basic beginner-level knowledge of Azure cloud and awareness of basic PowerShell commands are highly recommended for this course...
    Note: Online resource; Title from title screen (viewed August 27, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Bash Shell Scripting, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 13 min.)
    Edition: 2nd edition
    Keywords: Electronic videos ; local
    Abstract: 8 Hours of Video Instruction Overview Bash is the best way for you to efficiently and effectively execute commands in your daily work. It sounds difficult, but the beauty of Bash is that it is quick, powerful and not particularly complex. Bash Shell Scripting Complete Video Course is a full resource to obtaining the power of Bash. So whether you're new to shell scripting or an experienced developer, administrator, or user, this course will introduce you to the world of efficient scripting so you can get the job done. This 8-hour video course consists of 13 lessons in which all concepts that are relevant to Bash shell scripting are explained. It includes demos and exercises throughout that are relevant to Bash Shell scripting; these examples are relevant for anyone using Bash. This video course was designed to teach through clear training followed by practical examples that show how scripting solutions are being used in the real world. At the end of each lesson you will find an exercise that you should attempt on your own; this is then followed by a video explanation so you can see a real-time walkthrough of the exercise. Doing the work is the best way to learn Bash, and this course provides you with the tools to learn by doing. Topics include Shell scripting fundamentals Using conditional statements Advanced Bash scripting options Real-world scripting examples The GitHub associated with this LiveLesson can be found at https://github.com/sandervanvugt/bash-scripting . About the Instructor Sander van Vugt has many years of experience working with, writing about, and teaching Linux and open-source topics. He is the author of the best-selling Red Hat RHCSA Cert Guide and Red Hat RHCSA Complete Video Course , along with many other titles on topics that include RHCE, Bash, Kubernetes, Ansible, and more. Sander also works as a Linux instructor, teaching on-site and online classes for customers around the world. Skill Level Beginner to Intermediate Learn How To Write Bash script fundamentals Write Bash script fundamentals and advanced commands Write Bash shell scripts on intermediate and advanced commands Write your first hello world shell script See how to work with variables Use positional parameters Apply pattern matching substitution Explore looping structures in shell scripts Who Should Take This Course Developers and administrators who want to automate tasks using Bash shell scripts IT users and professionals who want to g...
    Note: Online resource; Title from title screen (viewed September 1, 2021) , Mode of access: World Wide Web.
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    Data Visualization Using Tableau (2021)
    [Erscheinungsort nicht ermittelbar] : EC-Council | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Tableau is one of the most powerful, easy use and widely accepted data analysis and visualization tools that do not provide handy data explanatory analysis capabilities but also provides a developer-friendly drag and drop interface to easily visualize your key findings. This course explains right from the scratch, starting from downloading and installing your own copy of Tableau Desktop to developing, formatting and publishing your dashboard to Tableau Public. In this course, we will walk together from the start point till the end, by understanding each concept till its roots, starting from connecting your data source then manipulating the same to achieve the desired results. Later, we will bring forward the data-driven Insights and understanding key Tableau concepts & Calculations. Finally, we will be creating a dashboard, to sum up, all. Upon finishing this course, you'll be a highly proficient Tableau user. You will not only learn how tableau works but also you will be able to understand “Why it works the way it works”. You’ll be able to use your skills as a data analyst to extract relevant insights out of data by analysing & visualizing the same into useful KPI’s and presentable Tableau Dashboards.
    Note: Online resource; Title from title screen (viewed March 31, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    Software Architecture Hour with Neal Ford : Architectural Governance with Birgitta Boeckeler (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation with Neal Ford and his guest, Birgitta Boeckler, where they talk about Architectural Governance and how governance is a key part of a successful architect’s job. Governance defines the technical rules and standards within an organization about every aspect of technology, particularly software development. Learn how to define and enforce governance rules. What You Will Learn: What’s coming next with Software Architecture Recommended follow up Read Fundamentals of Software Architecture (book) View Software Architecture Fundamentals Beyond the Basics (video) Attend Software Architecture Superstream Series: Software Architecture Fundamentals 2021 Attend Architecture: The Hard Parts (live online training) Attend Automating Architectural Governance: Agile Engineering in Architecture (live online training)
    Note: Online resource; Title from title screen (viewed August 5, 2021) , Mode of access: World Wide Web.
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    Meet the Expert : Wes McKinney on Scalable Python You Can Afford (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for this edition of Meet the Expert with Apache Arrow cocreator Wes McKinney to learn considerations and best practices for distributed Python at scale—in a cost-effective way. You’ll explore some of the computational systems challenges that go hand in hand with doing scalable distributed computing in Python and discover how working to improve data processing performance and efficiency in data science tools led Wes to help build the Apache Arrow project. What you’ll learn and how you can apply it Understand common challenges in distributed computing Explore tools and practices for improving data processing performance and efficiency Discover cost-effective considerations for data processing at scale This course is for you because… You want to learn about the fundamental shifts that are transforming the business landscape and customer needs. You want to overcome challenges that arise when working with large amounts of data. You want to discover new open source technologies and learn how to integrate them. Recommended follow-up: Read Python for Data Analysis , third edition (book)
    Note: Online resource; Title from title screen (viewed August 5, 2021) , Mode of access: World Wide Web.
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    Microservices .NET Core Masterclass (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801815956
    Language: English
    Pages: 1 online resource (1 video file, approximately 22 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn to build, manage, and deploy the microservices using .NET Core. About This Video Strongly practical course about implementing and managing the microservices Making use of cloud-agnostic, open-source tools to build, monitor, test, and deploy the microservices Discussing and resolving real-life challenges when it comes to building distributed systems In Detail Building the microservices is not an easy job. Whenever it comes to any type of distributed system design, challenges such as data consistency, dealing with network issues or latencies, security, testing, monitoring, tracing, deploying and orchestrating the set of independent applications might quickly become a very complex and overwhelming task. Not only should the software engineer be aware of the typical web API design but such an engineer should also understand very well the event-driven architecture, messaging infrastructure, consistency models, contract testing, or the observability patterns to be able to properly implement and then deploy the microservices. The aim of this course is to provide specialized knowledge about dealing with such challenges and also introduce a set of open-source, cloud-agnostic tools (Consul, Grafana, Prometheus, Jaeger) that might be of great use when developing distributed applications. Who this book is for The course is dedicated for both, the developers who are starting their microservices journey as well as experienced programmers who would like to organize their knowledge and learn about the practical patterns, techniques, and tools to solve the challenges related to building distributed systems.
    Note: Online resource; Title from title screen (viewed August 30, 2021) , Mode of access: World Wide Web.
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    Infrastructure and Ops Hour with Sam Newman : Multi-Cloud with Gregor Hohpe (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on multicloud with Sam Newman and software architecture pro Gregor Hohpe. They’ll chat about the benefits and challenges of multicloud architecture within the context of thinking more critically about lock-in and vendor selection. They’ll also dive into the potential challenges of hybrid/multicloud solutions, including latency, the cost of avoiding lock-in, and the difference between building a hybrid app and having a multicloud strategy. Sam and Gregor will spend a few minutes covering the trends that are influencing infrastructure, then tell you what you need to know to stay ahead of the curve. What you’ll learn and how you can apply it Explore the origins of, need for, and challenges around cloud solutions and strategy See what’s coming next for infrastructure and ops This live event is for you because… You want the chance to ask Sam Newman and Gregor Hohpe your questions around cloud strategy. You’re looking to improve your systems and mitigate weaknesses. You want to become well-versed in the foundations and best practices of working in the cloud and on-premises. Recommended follow-up: Read Cloud Native (book) Read Hybrid and Multicloud Management (report) Read The Software Architect Elevator (book) or listen to the audio book
    Note: Online resource; Title from title screen (viewed September 1, 2021) , Mode of access: World Wide Web.
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    Flutter Web - Build a Diary Web App with Flutter and Cloud Firestore (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803232478
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 33 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Build adaptive web apps using a single code base About This Video Build a full-fledged, more complex, Flutter web app with Firestore, FirebaseAuth as the backend Create, authenticate, and log in users using Google Cloud FirebaseAuth Learn how to implement basic and advanced routing in Flutter 2.0 web In Detail If you have wondered how to leverage your pre-existing Flutter/Dart development skills, then you will be happy to know you can now build dynamic, scalable, and adaptive web apps with Flutter! Flutter 2.0 is a big release - you can use Flutter and Dart to build adaptive web and desktop apps - all with a single codebase. In this course, you will learn how to leverage Flutter (Web) 2.0 and Dart and build a capstone app called DiaryBook. In this course, you will build a full-fledged, more complex, Flutter web app with Firestore; FirebaseAuth as the backend; create, authenticate, and log in users using Google Cloud FirebaseAuth; create, edit, delete, update diary entries with Cloud Firestore backend; use providers, StreamBuilders in Flutter web; learn how to implement basic and advanced routing in Flutter 2.0 web; finally, deploy Flutter web app to firebase hosting. By the end of this course, you will have all the tools and knowledge you will need to build adaptive Flutter web apps competently and easily port the same app into desktop apps on your own! Who this book is for This course is designed for beginner to intermediate Flutter developers. Web developers who want to learn to build Flutter web apps and curious students who want to build their own Flutter web apps, iOS, Android, and desktop apps with Flutter 2.0 can also benefit from this course. Having some basic programming experience, in general, is helpful. If you have basic OOP (Object-Oriented Programming) concepts, you should be fine. Also, pre-existing Flutter and Dart programming experience or web development basics are helpful.
    Note: Online resource; Title from title screen (viewed August 24, 2021) , Mode of access: World Wide Web.
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    Agile Project Management : Agile, Scrum, Kanban, and Extreme Programming (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801814195
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 12 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the basics of Agile project management and understanding the need for change in the traditional software development process. About This Video Demonstrate the ability to participate effectively in Agile practices for software development Implement Scrum, Kanban, and Extreme Programming Identify and address the most common problems encountered in adopting Agile methods In Detail Software industry is going crazy on Agile methods. It is rapidly becoming the choice for software development where requirements are unpredictable or expected to change over time. This course will help you explore how working on an Agile project has benefits for your development team, your end users, and your organization. Kanban is a popular framework used to implement Agile and DevOps software development. It requires real-time communication of capacity and full transparency of work. Work items are represented visually on a Kanban board, allowing team members to see the state of every piece of work at any time. 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. Who this book is for This course is for project managers, members of a project team, or other stakeholders on a project who want to learn about Scrum and Agile, as well as anyone who doesn’t have any experience with project management approaches but is looking to get started. No prior knowledge of Scrum is required.
    Note: Online resource; Title from title screen (viewed August 24, 2021) , Mode of access: World Wide Web.
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    Career Strategy (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: It is essential to have a strategy defined when figuring out your career. Starting out is difficult. Regardless what your background is, you need to have a clear idea how to get to your dream job. Even if you are not in technology and want a data-science position, you have to have a clear path towards data-science. In this video I'll cover some of the stories that allowed me to gain perspective in my career in tech, along with some advice that can help you out. Topics include: * Find some techniques to define your career and next steps * Design a custom strategy to help answer career questions * Accurately determine what might be a good job or position Useful links: * Start a career in Tech * Learn Python from scratch
    Note: Online resource; Title from title screen (viewed September 13, 2021) , Mode of access: World Wide Web.
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    Six Key Elements of MLOps (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn about six key elements of MLOPs based on the best-selling book Practical MLOps Topics include: * Source Code Management * Continuous Integration and Continuous Delivery * Development Environment * Deploy Environment * Microservices including Flask and FastAPI * Business Logic
    Note: Online resource; Title from title screen (viewed September 2, 2021) , Mode of access: World Wide Web.
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    Learn the foundations of Agile Project Management (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the foundations of Agile Project Management in this quick video snippit featuring global technical project management expert Jerry Castro. Topics include: * Agile * Balancing chaos vs order * How to get started with Agile
    Note: Online resource; Title from title screen (viewed August 25, 2021) , Mode of access: World Wide Web.
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    Business Analytics and Data Science on Day 1 (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to get started on the right setup on your first day as a data scientist or business analytics professional. Topics include: * Business Analytics * Data Science * Google Colab * Jupyter * Github Actions and Github Codespaces * Continuous Integration and Delivery * EDA * GCP * AWS * Azure
    Note: Online resource; Title from title screen (viewed August 28, 2021) , Mode of access: World Wide Web.
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    Meet the Expert : Josh Biggley and Destiny Bertucci on Observability and Monitoring (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This edition of Meet the Expert is sponsored by New Relic Has observability killed monitoring? Today the rearview understanding that monitoring provides no longer suffices. You need to know how your systems are performing right now. In this Meet the Expert with seasoned IT/ops practitioners Josh Biggley and Destiny Bertucci, explore the state of performance monitoring today. They’ll share their insights along with new research data that exposes why monitoring is being replaced by full-estate observability. Join in to learn what's needed for complete observability—and see how to get started. Recorded on March 25, 2021. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed March 25, 2021) , Mode of access: World Wide Web.
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    Infrastructure & Ops Superstream Series : Cloud Engineering for Operations (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: While cloud isn’t a new technology, the move to the cloud has accelerated...and has become increasingly complex. Ops engineers need to build new skills and knowledge: What are the pain points of moving to the cloud, and how do security and safety change? And how do you give power to developers while still ensuring secure and reliable deployments? Join us for a Superstream on the cloud, with sessions covering everything from strategy to security and automation. About the Infrastructure & Ops Superstream Series: This five-part series of half-day online events details what you need to know to effectively manage existing legacy systems while migrating to modern, scalable, cost-effective infrastructures—with no interruption to your business. Each event day covers some of the most challenging and promising topics facing those working in infrastructure and operations today: continuous integration and delivery, cloud delivery, Kubernetes, microservices, and security. What you'll learn-and how you can apply it Understand how data works in the cloud See what tools work best for cloud native CI/CD Learn configuration management strategies to increase system robustness Discover strategies to help ensure a successful cloud native transformation Explore secret change management techniques and tools This Superstream is for you because... You’re a developer looking to better understand the skills needed to work on infrastructure in the cloud. You want to better understand cloud providers and security options. You work in a cloud native environment and want to understand how CI/CD tools work best with this extra complexity. You want to learn more about testing and automation in the cloud. Prerequisites Come with your questions Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Practical Process Automation (book) Read Cultivating Cloud Outcomes (early release book) Read 97 Things Every Cloud Engineer Should Know (book) Read " Patterns for Development and Process " (chapter 9 in Cloud Native Transformation )
    Note: Online resource; Title from title screen (viewed April 7, 2021) , Mode of access: World Wide Web.
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    The Complete Beginners Guide to Arduino - 2021 (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801817530
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 hr., 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Build your programming and electronics skills with the complete Arduino course for beginners About This Video A practical and multiple projects-based course designed for complete beginner Covers all the necessary concepts to code proficiently required to work with Arduino The necessary skills and knowledge to design and build your own Arduino projects from scratch In Detail This course, by best-selling Arduino author, Mike McRoberts, will take you from complete beginner to the confident and competent coder and electronics circuit builder. Even if you have never coded before or built a circuit, you will be guided through each carefully crafted lesson until you have the skills and knowledge to go it alone and bring your very own creations to life. Brand new for 2021 with new and updated content. This course comprises multiple projects, specifically designed to take you from a complete beginner to a capable and confident Arduino coder. You will start off with a tour of the Arduino board and what it is capable of, then you will learn the essential fundamental skills required to understand the C programming language that the Arduino uses. Next, an introduction to electronic fundamentals, then you will dive right into the step-by-step learning projects that have been carefully designed to start you off gently and introduce more coding and electronics concepts as you work your way through the curriculum. By the end of this course, you will have all the necessary skills to enable you to design from scratch and code your very own projects.
    Note: Online resource; Title from title screen (viewed July 29, 2021) , Mode of access: World Wide Web.
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    The Microsoft Excel Data Analysis Toolkit Bundle (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803239262
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 hr., 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: A complete guide to the Microsoft Excel data analysis About This Video Learn how to merge data from various sources using VLOOKUP, HLOOKUP, INDEX MATCH, and XLOOKUP Learn how to create amazing looking dashboards using PivotTables Learn how to use Goal Seek, Scenario Manager, and Solver to fill data gaps in Excel In Detail In this four-course bundle, we look at a number of advanced Excel techniques all aimed at helping you make sense of the numbers in your business. In Excel for business analysts, you will learn to clean raw data and look at a number of tools and functions that can be used to conduct analysis. Finally, we move onto some more advanced techniques designed to aid forecasting and use existing data to predict future trends. In Advanced Excel 2019, you will gain an in-depth understanding of more advanced Excel features that delve into high-level consolidation, analysis, and reporting of financial information. Advanced PivotTables starts with a PivotTable refresher and then goes on to discuss advanced sorting, slicers, timelines, calculated fields, pivot charts, and conditional formatting. In Advanced Formulas, learn the Excel formulas and tools that enable you to perform complex tasks and analyses. Filtering a dataset, sorting using formulas, creating multi-dependent drop-down lists, 2-way look-ups, text extraction, dynamic chart titles, and XLOOKUP are a few of the exciting concepts covered in the course. By the end of the course, you will become an expert in data analysis with Excel.
    Note: Online resource; Title from title screen (viewed July 29, 2021) , Mode of access: World Wide Web.
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    Learn Vim in One Hour Video Course (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Vim in this one-hour video. Everything you need to know to get up and running quickly. Topics include: * Opening, saving, and quiting files * Basic movements and operations, like copying and deleting * Updating the .vimrc configuration file for customization * Installing plugins and further customization
    Note: Online resource; Title from title screen (viewed January 8, 2021) , Mode of access: World Wide Web.
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    AWS Solutions Architect Certification In ONE HOUR (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 34 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: AWS Solutions Architect Certification In ONE HOUR!
    Note: Online resource; Title from title screen (viewed January 14, 2021) , Mode of access: World Wide Web.
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    AWS in One Hour Video Course (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to use AWS in one Hour
    Note: Online resource; Title from title screen (viewed January 9, 2021) , Mode of access: World Wide Web.
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    Python Machine Learning Crash Course for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077453
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Dive into the world of machine learning and create projects with real-world applications About This Video Build a face recognition application from scratch Prepare and train your data for your projects Learn real-world applications of your algorithms In Detail Machine learning is a field of computer science through which you can create complex models that perform multiple functions using mathematical input. Python is a popular choice to create machine learning models due to a plethora of libraries easily accessible. This course takes you through this impressive combination of Python and machine learning, teaching you the basics of machine learning to create your own projects. You’ll begin learning about different types of machine learning models and how to choose the relevant ones for your project. You’ll learn to optimize this model and apply performance metrics to track its performance. You’ll also learn topics like regression, classification, and clustering to improve the performance of your model. You’ll learn the basics of neural networks and use scikit-learn to perform calculations in your project. By the end of this course, you’ll have created a face recognition application using everything you’ve learned in this course.
    Note: Online resource; Title from title screen (viewed April 23, 2021) , Mode of access: World Wide Web.
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    Data Science and Machine Learning with R from A-Z Course [Updated for 2021] (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801075282
    Language: English
    Pages: 1 online resource (1 video file, approximately 28 hr., 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn machine learning and data analysis from scratch with R About This Video Learn data extraction and web scraping Learn to build custom data solutions Learn automating dynamic report generation In Detail The course covers practical issues in statistical computing that include programming in R, reading data into R, accessing R packages, writing R functions, debugging, profiling R code, and organizing and commenting on R code. Blending practical work with solid theoretical training, we take you from the basics of R programming to mastery. We understand that theory is important to build a solid foundation, we also understand that theory alone isn’t going to get the job done so that’s why this course is packed with practical hands-on examples that you can follow step by step. Even if you already have some coding experience, or want to learn about the advanced features of the R programming language, this course is for you! R coding experience is either required or recommended in job postings for data scientists, machine learning engineers, big data engineers, IT specialists, database developers, and much more. Adding R coding language skills to your resume will help you in any one of these data specializations requiring mastery of statistical techniques. By the end of the course, you’ll be a professional data scientist with R and confidently apply for jobs and will feel good knowing that you have the skills and knowledge to back it up.
    Note: Online resource; Title from title screen (viewed April 27, 2021) , Mode of access: World Wide Web.
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    Bash Essentials for Cloud Computing (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the essentials of Bash for Cloud Computing Topics include: * AWS Cloud Shell and Github Code Spaces Shell programming * Editing Bashrc * Using Vim * Using shell navigation including: cd, ls, pwd, history * editing the Bash prompt and creating simple Bash Scripts, as well as Python Virtual Environments with Bash
    Note: Online resource; Title from title screen (viewed May 6, 2021) , Mode of access: World Wide Web.
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    MLOps for Applied Computer Vision : With Apple CreateML (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use MLOPs methodology to build applied computer vision solutions. Topics include: * Apple CreateML * AutoML * Image Classification * Kaizen * Computer Vision
    Note: Online resource; Title from title screen (viewed April 30, 2021) , Mode of access: World Wide Web.
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    Evaluating Classification and Regression Systems (Machine Learning with Python for Everyone Series), Part 2 (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 4 Hours of Video Instruction vDescription Code-along sessions move you from introductory machine learning concepts to concrete code. Overview Machine learning is moving from futuristic AI projects to data analysis on your desk. You need to go beyond following along in discussions to coding machine learning tasks. These videos show you how to turn introductory machine learning concepts into concrete code using Python, scikit-learn, and friends. You learn about the fundamental metrics used to evaluate general learning systems and specific metrics used in classification and regression. You will learn techniques for getting the most informative learning performance measures out of your data. You will come away with a strong toolbox of numerical and graphical techniques to understand how your learning system will perform on novel data. About the Instructor Mark Fenner, PhD, has been teaching computing and mathematics to diverse adult audiences since 1999. His research projects have addressed design, implementation, and performance of machine learning and numerical algorithms, learning systems for security analysis of software repositories and intrusion detection, probabilistic models of protein function, and analysis and visualization of ecological and microscopy data. Mark continues to work across the data science spectrum from C, Fortran, and Python implementation to statistical analysis and visualization. He has delivered training and developed curriculum for Fortune 50 companies, boutique consultancies, and national-level research laboratories. Mark holds a Ph.D. in Computer Science and owns Fenner Training and Consulting, LLC. Skill Level Beginner to Intermediate Learn How To Recognize underfitting and overfitting with graphical plots. Make use of resampling techniques like cross-validation to get the most out of your data. Graphically evaluate the learning performance of learning systems Compare production learners with baseline models over various classification metrics Build and evaluate confusion matrices and ROC curves Apply classification metrics to multi-class learning problems Develop precision-recall and lift curves for cla...
    Note: Online resource; Title from title screen (viewed April 23, 2021) , Mode of access: World Wide Web.
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    CISSP, 3rd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. CISSP, 3rd Edition
    Note: Online resource; Title from title screen (viewed March 24, 2021) , Mode of access: World Wide Web.
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    Cisco CyberOps Associate CBROPS 200-201 (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 9+ Hours of Video Instruction More than nine hours of video instruction that includes explanations and demonstrations to prepare you to take the Cisco CyberOps Associate CBROPS 200-201 certification exam. Overview Cisco CyberOps Associate CBROPS 200-201 Complete Video Course prepares learners to take the CBROPS 200-201 exam. The course starts with the basics of security, including the CIA Triad, various security deployments, threat intelligence, malware, and analysis tools. It then details the various types of attacks and vulnerabilities, and the fundamentals of cryptography and PKI. After a foundation of cybersecurity fundamentals is laid, the course explores security monitoring and data normalization, including the 5-tuple correlation, as well as DNS, web log, deterministic, and probabilistic analysis. It then introduces NetFlow as it specifically applies to cybersecurity and incident response, as well as its various analysis tools. You will learn how to identify the different intrusion event categories and understand the MITRE ATT&CK Framework. The course then gets into the details of digital forensics, including types of evidence and the chain of custody. There are lessons explaining host-based forensics of Windows, Linux, and Mac OSX, as well as a discussion of endpoint security technologies. The course then moves into network intrusion analysis and the various ways to determine whether your system has been attacked before finishing up with “Security Policies and Procedures,” and the fundamentals of incident response. Through detailed exploration, configuration demos, and troubleshooting implementations, this course methodically guides you through the key topics in the exam. Taught by best-selling authors Omar Santos and Ron Taylor, the Cisco CyberOps Associate CBROPS 200-201 Complete Video Course provides full coverage of the certification, so you have the knowledge you need to study for an pass the exam. Major topics include: Security Concepts Security Monitoring Host-based Analysis Network Intrusion Analysis Security Policies and Procedures About the Instructors Omar Santos is a principal engineer in the Cisco Product Security Incident Response Team (PSIRT) within Cisco’s Security Research and Operations. He mentors and leads engineers and incident managers during the investigation and resolution of security vulnerabilities in all Cisco products, including cloud services. Omar has been working with information technology a...
    Note: Online resource; Title from title screen (viewed March 16, 2021) , Mode of access: World Wide Web.
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    Learn Tableau and Ace the Tableau Desktop Specialist Exam (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801076364
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn Tableau from scratch and ace the Tableau Desktop Specialist exam with the two included full-length practice tests along with additional hands-on and theoretical quizzes About This Video Create stunning visualizations of data using basic charts Build dashboards that help you easily access and compare data Showcase information by providing context and narratives using the story feature In Detail Visualizations provide us with a clearer understanding of data in a shorter span of time. They prove to be a powerful tool to make analyses and identify patterns. They also form an integral part of data storytelling by helping in creating narratives. Tableau’s remarkable visualization capabilities make it a popular choice for data visualization. In this course, we will learn about Tableau, right from the very beginning, and work ourselves through the different capabilities of Tableau. We’ll start by familiarizing ourselves with the software and understanding the basic concepts of Tableau. We then move on to exploring and analyzing data. We’ll look at the various charts that can be used to present several types of data and we can use Tableau easily to create such visualizations. We’ll learn how to effectively present these visualizations using dashboards and stories. Finally, we will go over some exam tricks and tips that will help us prepare for the Tableau Specialist exam.
    Note: Online resource; Title from title screen (viewed March 23, 2021) , Mode of access: World Wide Web.
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    Zero to One : Data Science to MLOps (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 13 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Zero to One: Data Science to MLOps in One Hour. Learn to frame a problem, then convert it into a data science project and present it to stakeholders. Later, move that prediction system to producting using MLOps Topics include: * Big Tech Misinformation and what can be done about it using Data Science. * Doing MLOps with sklearn and Flask by creating Microservices * Using sklearn, pandas, plotly, matplotlib, KMeans clustering, ELI5, shap and other libraries * Putting code into production using the Python MLOps Cookbook found here: https://github.com/noahgift/data-story-telling
    Note: Online resource; Title from title screen (viewed March 20, 2021) , Mode of access: World Wide Web.
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    Deploying Machine Learning Models with Flask for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077187
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create APIs for machine learning with Flask and deploy your application to the web About This Video Create your own API endpoint for your machine learning models Create a Flask application from scratch Deploy your model on the web In Detail Flask is a web application framework used to develop web applications. Getting started with Flask is easy, and its power lies in its ability to scale up to complex applications. In this course, you’ll learn the most effective ways to use Flask in order to create your own web application. You’ll begin with an introduction to Flask and quickly dive into defining and training your model. You’ll perform various actions on this model to train it and ensure that it is of the best quality for your application. You’ll also create and test API endpoints so you can predict the model’s behavior over time. By the end of this course, you’ll have the confidence to deploy this application to the web and learn how to fix any errors that may arise during this process.
    Note: Online resource; Title from title screen (viewed April 21, 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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    Core Java Data Types : The Java SE 11 Developer (1Z0-819) Certification Series (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 11+ Hours of Video Instruction Core Java Data Types LiveLessons is designed to address some of the core data types of the Java Standard Edition and with them the declaration, initialization, and scope of variables by using whiteboard diagrams, detailed explanations, and lots of code examples to focus on building understanding syntax, semantics, and higher concepts. Overview Core Java Data Types LiveLessons , taught by Java expert Simon Roberts, is designed to address some of the core data types of the Java Standard Edition. In more than 11 hours of video lessons, Simon uses whiteboard diagrams, detailed explanations, and lots of code examples to dig in to data types, and with them the declaration, initialization, and scope of variables. He has focused this course on building understanding of syntax, semantics, and higher concepts without rehashing the more basic concepts. The course was planned with the seasoned programmer in mind but should be accessible to the less-experienced programmer too, and it strives to strengthen the learner’s skill base. The topics covered include Module 1: Understanding Declarations and Primitive Data Types Module 2: Working with Core Text Representations Module 3: Representing Numbers as Objects Module 4: Working with Java Arrays Module 5: Working with Date and Time Module 6: Working with List Types About the Instructor Simon Roberts started his computing career as a programmer in the early 1980s and built several of his own microprocessor-based computers. He joined Sun Microsystems, Inc. in mid-1995 and almost immediately became the lead Java instructor in the United Kingdom. In 1998 Simon moved to Colorado, where he still lives. While at Sun, he created the Sun Certified Programmer, Developer, and Architect certifications and worked in teams on several other certifications. He wrote three books on Java, including two certification study guides: one covering the Programmer and Developer exams, and one covering the Architect exam. He left Sun in 2004 and became an independent instructor, architect, and software engineer. Skill Level Intermediate/Advanced Learn How To Understand declarations and primitive data types Work with core text representations Work with Java arrays Work with date and time Work with list types Who Should Take This Course Programmers working to build their understanding of syntax, semantics, and higher concepts and strengthen their skill base and grasp of the details o...
    Note: Online resource; Title from title screen (viewed April 5, 2021) , Mode of access: World Wide Web.
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    Reinforcement Learning with Python Explained for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801072274
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 7 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn reinforcement learning from scratch. About This Video Gain an understanding of all theoretical concepts related to reinforcement learning Master learning models such as model-free learning, Q-learning, temporal difference learning Model the uncertainty of the environment, environment stochastic policies, and environment value functions In Detail Although introduced academically decades ago, the recent developments in the field of reinforcement learning have been phenomenal. Domains such as self-driving cars, natural language processing, healthcare industry, online recommender systems, and so on have already seen how RL-based AI agents can bring tremendous gains. This course will help you get started with reinforcement learning first by establishing the motivation for this field and then covering all the essential topics, such as Markov Decision Processes, policy and rewards, model-free learning, temporal difference learning, and so on. Each topic is accompanied by exercises and complementing analysis to help you gain practical and tangible coding skills. By the end of this course, not only will you have gained the necessary understanding to implement RL in your projects but also implemented an actual Frozenlake project using the OpenAI Gym toolkit.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
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    HTML & CSS JumpStart (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 17 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: 8+ Hours of Video Instruction More than 8 hours of video instruction for people interested in learning how to create and maintain web pages with HTML and CSS through theory and practical examples, including the latest features of HTML5 and CSS3. Overview HTML & CSS JumpStart LiveLessons strives to provide what is rapidly becoming an essential skillset. HTML and CSS are the basis for creating web applications and pages and are the perfect place to start if you want to launch your web development career. There are five lessons in the course covering the basics. The first two lessons focus on HTML, and the last three lessons cover CSS. The course is geared very much toward working examples, including detailed demos that illustrate all the syntax and techniques. The course is designed for people who are getting started with HTML or CSS; as such, the course goes through each topic in a detailed, methodical way. The course provides a solid baseline introduction to HTML and CSS that shows how to create and style web content using the contemporary HTML/CSS standards and techniques, including some of the latest features available in HTML5 and CSS3. Descriptions of the underlying theory so you understand how it all works are provided, as well as practical examples of how to achieve common UI effects. About the Instructor Andy Olsen is a freelance consultant, instructor, and developer with more than 30 years of experience in IT. Andy began his professional career as a C/C++ developer and morphed into Java, C#, and other languages over the years. Andy is actively involved in a wide range of technologies including full stack development, cloud native applications, data science, and more. Andy is passionate about technology education and runs training courses around the world across diverse market sectors. Skill Level Beginner Learn How To Create web pages using HTML Use the latest web content features available in HTML5 Style web content using CSS Use styling features available in CSS3 Who Should Take This Course Individuals interested in building or maintaining web pages Course Requirements Familiarity with using web applications No prior web or development experience is necessary Lesson Descriptions Lesson 1, “HTML Essentials,” starts by covering the core syntax in HTML, beginning with how to create and edit HTML documents in a simple text editor and then how to view HTML documents in a browser. The lesson progresses by showi...
    Note: Online resource; Title from title screen (viewed March 16, 2021) , Mode of access: World Wide Web.
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    Blazor - The Complete Guide (WASM and Server .NET Core 5) (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801078863
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 hr., 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Build a real-world resort booking website using Blazor Server, Blazor WASM, and .NET 5(.NET Core) API and deploy it on Azure About This Video Create .NET API and consume it in the Blazor application Build a real-world application using Blazor Deploy .NET API, Blazor WASM, and server to Azure In Detail Blazor is an exciting new part of .NET Core (.NET 5) designed to build rich web user interfaces in C#. This course will help developers transition from building basic sample apps to implementing more real-world concepts, design patterns, and features. This course will provide you with a complete real-world scenario with Blazor, which will make you face many challenges and solve those issues as we proceed with the course. This course covers everything there is to Blazor, right from Blazor Server to Blazor WASM applications that consume .NET 5 API. By the end of the course, you will become an expert and will be able to build your own website using Blazor Server, Blazor WASM, and .NET 5(.NET Core) API and deploy to Azure. We will be using the latest .NET 5 for this course along with Entity Framework Core and Stripe for payment processing.
    Note: Online resource; Title from title screen (viewed April 30, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Spring Boot Fundamentals : Building Java-Based Microservices and Enterprise Native Cloud Applications (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484270660
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video will develop a foundation for creating Java-based, enterprise-ready, cloud applications and microservices using the Spring Boot micro-framework and all its cool features, from zero configuration files to faster development to easy deployment. In this video, you'll walk through the nuts and bolts of Spring Framework 5 and Spring Boot, then dive into the web application development tier that Spring Boot offers. Next, you'll go over data access, data persistence, and reactive data programming. Next, you'll cover testing, security, and messaging using Spring Boot. Furthermore, you'll see the new tools and features in Spring Boot to take your applications further including Actuator, Micrometer, Prometheus, and Grafana. Finally, the video concludes on native cloud application development, integration, and deployment onto the cloud with Kubernetes and more. After learning with this video, you'll come away with the know-how to build your first complete complex application with Spring Boot. What You Will Learn Get a survey of the Spring Boot micro-framework Do web development with Spring Boot See how data access and persistence works using Spring Boot Work with WebFlux and reactive data Use Boot's Actuator, Micrometer, Prometheus, and Grafana Develop and deploy native Java cloud applications in Spring Boot Who This Video Is For Those who have prior Java programming experience who may be new to Spring Boot.
    Note: Online resource; Title from title screen (viewed May 13, 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 an Interpreter from Scratch (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801071338
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 0 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Build and understand a full programming language semantics. About This Video Learn about basic expressions and variables in interpreters Learn about functions and functional programming Learn about object-oriented programming In Detail How do programming languages work under the hood? What's the difference between compiler and interpreter? What is a virtual machine and JIT-compiler? And what about the difference between functional and imperative programming? There are so many questions when it comes to implementing a programming language! In this course, we will learn about compilers and AST interpreters and virtual machines. We will further explore basic expressions and variables in interpreters and learn about variables and environments. We will also explore built-in and native functions, user-defined functions, and call stack and recursive calls. Lastly, we will learn about OOP, class inheritance, and code isolation. By the end of the course, we will implement a full AST interpreter for our programming language.
    Note: Online resource; Title from title screen (viewed April 22, 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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    Software Architecture Hour with Neal Ford : Choosing Architecture Styles (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation with Neal Ford and his guest, Mark Richards, where they will go deep into the difference between patterns and styles, how understanding styles will help you to make effective architecture decisions, and how to evaluate the trade-offs for different styles. What you'll learn-and how you can apply it What’s coming next with Software Architecture This training course is for you because... You are interested in how architecture styles will impact your business architecture Prerequisites Read Fundamentals of Software Architecture Read Software Systems Architecture: Working with Stakeholders Using Viewpoints and Perspectives , 2E Chapter 11: Using Styles and Patterns View Software Architecture Fundamentals , Second Edition
    Note: Online resource; Title from title screen (viewed May 6, 2021) , Mode of access: World Wide Web.
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    Multipeer Connectivity in Xcode : Creating a Chat App for iOS (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484271278
    Language: English
    Pages: 1 online resource (1 video file, approximately 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create a simple chat app for iOS using the Multipeer Connectivity framework. Multipeer Connectivity is an important development in the latest iOS. Using this framework, you’ll provide users an interactive way to communicate and exchange data between each other. You'll see how to set one of the users as the host, and allow other users to join the hosted chat. Then each participant will be able to send a message in a shared room between all of the users. You’ll achieve this by implementing the Multipeer Connectivity framework, setting up the room protocols, and creating pathways for the exchange of data with users in the room. Learn how to create multi-screen apps; save simple data, such as a person’s screen name, indefinitely; and add a few storyboard elements, such as buttons and textfields. Finally, this video gives you a skeleton for creating other apps, such as a multiplayer game linked between different devices. What You Will Learn Create basic Xcode projects for iOS Implement the Multipeer Connectivity framework Create host and guest functionality and exchange data between devices Who This Video Is For Developers with more advanced skills in Xcode and Swift.
    Note: Online resource; Title from title screen (viewed May 5, 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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    Build Performant GraphQL Backends in Days using Hasura (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801078252
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: The Most Comprehensive Developer’s Guide 2021: Easily spin up GraphQL backends in a few hours using Hasura without writing a single line of code! About This Video Transform your database into a GraphQL server with built-in sorting, full-text search, and pagination in a few minutes Use a simple file uploading strategy with GraphQL, Hasura actions, and Firebase storage Build a CI/CD pipeline with GitHub Actions that deploys the Hasura project on development and production environments In Detail If you’re a developer struggling with GraphQL because of its complexity or simply because it takes too much time, this is going to be the most exciting news for you. If you get to know that your existing PostgreSQL (and soon MySQL too) can be turned into a powerful GraphQL API in a matter of seconds or build a performant GraphQL backend from start to finish in a couple of hours with very little to no coding—would you be interested? This course provides you with a solution. This course will talk about “Hasura”, which will help you create your GraphQL backends easier and faster than you ever thought possible without writing a single line of code! Here, you will look at how to let the CRUD code write itself without you even touching your keyboard. Then you’ll learn how to play with all the different features in Hasura using the “playground” approach. After that, you’ll understand how to easily navigate through the most common errors that can cost you a huge chunk of your time if you don’t know about them. Finally, you’ll use Angular and React apps to enhance Hasura features and deploy the code on GitHub Actions. By the end of this course, you’ll be able to use every functionality to create your GraphQL backends effortlessly in record time.
    Note: Online resource; Title from title screen (viewed May 31, 2021) , Mode of access: World Wide Web.
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    Packaging Machine Learning Models with Docker (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: One of the important aspects of MLOps, also known as Machine Learning Operations or Operationalizing Machine learning, is to package ML models. How exactly do you package ML models? In this video I show you exactly what that means, and go through the process of packaging an ONNX model taken from the ONNX Model Zoo. I end up with a docker container that can be shared, exposing an API that is ready to consume and perform live predictions for sentiment analysis. Topics include: * What are the concepts behind packaging Machine Learning Models * Create a sentiment analysis API tool with Flask * Define dependencies and a Dockerfile for packaging * Create a container with an ONNX model that can be deployed anywhere with an HTTP API A few resources that are helpful if you are trying to get started with SBOMs, generating them and using them to capture vulnerabilities: * The RoBERTa ONNX Model * Schema labeling concetps for Docker containers * The Practical MLOps code respository full of examples
    Note: Online resource; Title from title screen (viewed May 27, 2021) , Mode of access: World Wide Web.
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    Learn to pass ANY AWS Certification Exam (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to pass ANY AWS Certification Exam on the first try. Topics include: * AWS Certifications * AWS Certified Cloud Practitioner * AWS Exam Guide * AWS White Papers * AWS Sample Questions * AWS Cloud Shell * AWS Unofficial Questions * AWS Academy
    Note: Online resource; Title from title screen (viewed June 6, 2021) , Mode of access: World Wide Web.
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    Ultimate ASP.NET 5 Web API Development Guide (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801071956
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn how to build a RESTful API using ASP.Net Core API, Entity Framework, Enterprise-grade practices for a scalable and future-proofed Web API solution. About This Video Build a fully data-driven REST Web API using cutting edge technology Deploy application and database on-premises with Internet Information Systems and SQL Server Learn Enterprise-level design patterns and troubleshoot and fix practical errors In Detail Microsoft .NET is the platform that drives the business technology of many of the top corporations in the United States and many other countries. It is the predominant technology used to drive enterprise-scale business technology. There is a high demand across the world for .NET developers in a variety of industries. This course also features web API development, and the ability to design and maintain an API is an important toolset for the modern web developer. This course will help you build a fully data-driven REST Web API using cutting-edge technology. You will test and troubleshoot using Postman, create a database using Entity Framework Core, set up logging using SeriLog, learn about dependency injection, and API documentation using SwaggerUI. You will understand the REST design principles and authentication using JWT, understand how to use data transfer objects and AutoMapper, manage packages with NuGet Manager, and set up GitHub for source control. Finally, you’ll deploy applications and databases on-premises with Internet Information Systems, Microsoft SQL Server, and Microsoft Azure. By the end, you’ll switch around to Visual Studio for your coding exercise because of hands-on expertise in examining logic and syntax errors throughout. This will put your newly learned skills to practical use and impress your boss and coworkers.
    Note: Online resource; Title from title screen (viewed May 24, 2021) , Mode of access: World Wide Web.
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    React - The Complete Guide (includes Hooks, React Router, and Redux) Second Edition [2021 Updated] (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801812603
    Language: English
    Pages: 1 online resource (1 video file, approximately 47 hr., 31 min.)
    Edition: 2nd edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn React.js, Hooks, Redux, React Routing, Animations, Next.js, and way more! About This Video Learn all the core basics: how React works, building components and UIs with React Provide amazing user experiences by leveraging the power of JavaScript with ease Tons of examples and demo projects In Detail React.js is the most popular JavaScript library you can use and learn these days to build modern, reactive user interfaces for the web. This course will teach you React.js in a practice-oriented way, using all the latest patterns and best practices you need. You will learn all the key fundamentals as well as advanced concepts and related topics to turn you into a React.js developer. This is a huge course because it really covers EVERYTHING you need to know and learn to become a React.js developer! No matter if you know nothing about React or if you already have some basic React knowledge (not required but also not a problem); you will get tons of useful information and knowledge out of this course. The goal of this course is to ensure that you feel confident working with React so that you can apply for React jobs, use it in your own projects, or simply enhance your portfolio as a developer; whatever your goal is, this course gets you there! By the end of this course, you will become a React.js developer.
    Note: Online resource; Title from title screen (viewed May 31, 2021) , Mode of access: World Wide Web.
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    Master in Microsoft Power BI Desktop and Service (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801819961
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 17 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Enhance your skills with comprehensive knowledge on Power BI Desktop, Power BI Online, and the required hands-on experience to solve real-time industry-based Power BI projects About This Video Create, share, collaborate, and benefit from business information with purpose-built dashboards Create compelling reports and visualizations, derive real-time insights, and deploy it on demand Form relationships in your data model and learn data visualization best practices In Detail Power BI is a business intelligence tool by Microsoft that provides analytics services. It provides interactive dashboards and visualizations with self-service business intelligence capabilities, where end users can create reports and dashboards by themselves without having to depend on anyone else, as Power BI’s artificial intelligence is there to help you out. Power BI provides cloud-based BI services, known as Power BI Services, along with a desktop-based interface called Power BI Desktop. It offers data modeling capabilities along with data preparation, data discovery, and interactive dashboards. In this course, you will gain an understanding of the concept and working of Power BI Desktop and Power BI online services. You’ll start with learning how to connect Power BI to different data sources. Then you’ll be able to transform your data using Power Query and create data models. After this, you’ll also level up your data analysis skills using DAX and create calculated columns and measures. With the help of reports and visualization in Power BI, you’ll be able to present your data in an efficient and interactive way. And lastly, you’ll learn how to publish your reports and dashboards to the Power BI online service. By the end of this course, you’ll be able to excel at your career as a business intelligence and data analyst professional.
    Note: Online resource; Title from title screen (viewed May 25, 2021) , Mode of access: World Wide Web.
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    Software Architecture Superstream Series : Soft Skills Are the Hardest Part (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Developers and architects like to solve technical problems, not people problems. However, as Gerald Weinberg was famous for saying, “No matter what they tell you, it’s always a people problem.” Exceptional interpersonal skills—teamwork, facilitation, and leadership among them—are at least half of what it takes to become an effective software architect (regardless of the actual role or title an architect may have). But attaining the skills that will ensure you can communicate clearly and get stakeholder buy-in can be a difficult proposition. Join us for this Superstream event to learn more about these essential skills, understand why they’re so critical, and see how you can start putting them into practice. What you’ll learn and how you can apply it Explore techniques to analyze and select the right architecture patterns Discover ways to diagram and document an architectural solution Learn better communication skills to champion architecture decisions to developers and stakeholders This course is for you because… You're a senior-level developer who wants to make the move to architect. You're a practicing software architect who wants to hone your skills and learn new software architecture techniques and practices. You want to learn more about how to succeed as a software architect by developing your leadership and negotiation skills. Recommended follow-up: Read The Software Architect Elevator (book) Read Dynamic Reteaming , second edition (book) Read Microservices Patterns (book) Take Mastering Technical Presentations by Example (live online training course with Neal Ford) Read Fundamentals of Software Architecture (book) Read Building Microservices , second edition (book) Read Building Evolutionary Architectures (book) Read Building Event-Driven Microservices (book) Take Software Architecture by Example (live online training course with Mark Richards and Neal Ford) Take Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford) Take Microservice Fundamentals (live online training course with Sam Newman)
    Note: Online resource; Title from title screen (viewed July 14, 2021) , Mode of access: World Wide Web.
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    How to Visualize Data with R (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801819381
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to use the R programming language and RStudio to visualize real weather data About This Video Visualize data with R using real weather data downloaded from the US National Weather Service Create a trend line with a linear model function Create scatter plot graphs from temperature data In Detail Welcome to How to Visualize Data with R. In this course, You’ll learn how to use the R programming language and RStudio to visualize data. Elisabeth will take you through building a visualization using data downloaded from the US National Weather Service. You’ll learn how to use R to read data from a CSV file, inspect and understand data and data frames, and use the plot() and ggplot() functions to create data visualizations. Along the way, you’ll learn from the ground up how to use R and RStudio, including how to create and run an R script, basic R data types and values, how to create a scatter plot graph, how linear regression works, and how to install and use an R package. At the end of the course, you’ll have completed a data visualization of the weather data and have some new skills you can apply to your own data too.
    Note: Online resource; Title from title screen (viewed June 29, 2021) , Mode of access: World Wide Web.
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    Data Structures, Algorithms, and Machine Learning Optimization (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Jon Krohn is Chief Data Scientist at the machine learning company untapt. He presents a popular series of deep learning tutorials published by Addison-Wesley and is the author of the bestselling book Deep Learning Illustrated . Jon teaches his deep learning curriculum in-classroom at the New York City Data Science Academy, as well as guest lecturing at Columbia University and New York University. He holds a doctorate in neuroscience from Oxford University and has been publishing on machine learning in leading journals since 2010.
    Note: Online resource; Title from title screen (viewed June 14, 2021) , Mode of access: World Wide Web.
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    Git Essentials LiveLessons, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 15 min.)
    Edition: 2nd edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Git Essentials, 2nd Edition
    Note: Online resource; Title from title screen (viewed July 8, 2021) , Mode of access: World Wide Web.
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    Build REST APIs with Django REST Framework and Python (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801819022
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 55 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: This project-based course will help you master the art of building flexible and powerful APIs using Python and Django. About This Video Learn all important concepts in the simplest possible way with examples and real-life projects Learn about throttling and Django filter backend Explore permissions and authentication in Django In Detail This course touches on each and every important topic through concept explanation, documentation, and implementation. The entire course is designed for beginners with one goal in mind—to build powerful REST APIs using Python and Django. Throughout the course, we will explore the most important Django Rest framework topics step-by-step. We will learn topics such as API basics, serializers, class-based views, and so on. After completing this 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 on DRF.
    Note: Online resource; Title from title screen (viewed June 29, 2021) , Mode of access: World Wide Web.
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    Scala & Spark-Master Big Data with Scala and Spark (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803248653
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn Scala; learn Spark, Hadoop, ETL pipeline from AWS S3 to AWS RDS using Spark from scratch About This Video Relate the practical concepts of Scala and Spark with real-world problems Implement any project from scratch that requires Scala and Spark knowledge Know the theoretical and practical aspects of Scala and Spark In Detail The course Scala from Beginner to Pro is refreshingly different. The well-thought-out quizzes and mini projects that cover all the important aspects will make your Scala learning journey that much easier. This course includes an overview of Hadoop and Spark with a hands-on project with Scala Spark. Right through the course, every theoretical explanation is followed by practical implementation. This course is designed to reflect the most in-demand Scala skills that you will start using right away at the workplace. The course is simple to follow and understand. Expressive, exhaustive, and practical with live coding sessions and replete with quizzes. Rich with state-of-the-art and up-to-date knowledge of this field. The 6 mini-projects and one Scala Spark project included in this course are a vital component of this course. These projects present you with a hands-on opportunity to experiment for yourself with trial and error. You get a chance to learn from the mistakes you make. Importantly, it’s easy to understand the potential gaps that might exist between theory and practice. Who this book is for This course is for absolute beginners who want to learn Spark and Scala along with its implementation in realistic projects; people who want to develop smart solutions; data scientists; and machine learning experts.
    Note: Online resource; Title from title screen (viewed August 27, 2021) , Mode of access: World Wide Web.
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    Microsoft Azure Storage - The Complete Guide (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803247700
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Begin your journey in the field of cloud storage in Microsoft Azure with this complete guide. This course is a one-stop-shop to gain this necessary and in-demand skill from scratch. About This Video A clear understanding of Azure cloud and storage concepts with real-world scenarios Full of hands-on instructions, interesting and illustrative examples, and clear explanations Project-based learning to explore new concepts in Azure cloud In Detail One of the most critical tasks is choosing the right storage solution. Well, it is rightly so because storage is that much important. Choosing the right storage solution helps organizations ensure that their content is available globally and can be delivered smoothly and rapidly. Correct storage selection can also help reduce the operational costs associated with managing data. Storage has a direct influence on your project cost, customer experience, application availability, and reliability. Also, in the era of work-from-home, you want to manage your storage right from your home office enjoying a nice cup of coffee. So, you expect your ideal storage to be allowing you to connect over the public internet in most cases. This course is dedicated to the Microsoft Azure storage solution. You will learn how to deploy storage account, create containers, file shares, and migrate your data from scratch. Not just this but you will also explore various storage tools such as AzCopy, File Sync, Storage Explorer, and more. We take the security of your data very seriously. So, at every step, you will understand in crisp clear terms what are the security recommendations associated with each of the storage components discussed in the course. Who this book is for This course can be taken by absolute beginners including candidates with non-technical backgrounds, such as those involved in selling or purchasing and involved with cloud-based solutions/services, as well as those with a technical background who have a need to validate their foundational-level knowledge around cloud services and Azure. A system administrator using cloud services in their day-to-day life will benefit the most. You should have the zeal to learn new concepts and stay up to date with technology and some basic awareness of cloud concepts is recommended but not mandatory.
    Note: Online resource; Title from title screen (viewed August 25, 2021) , Mode of access: World Wide Web.
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    CompTIA Security+ Certification SY0-601 : The Total Course (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803231853
    Language: English
    Pages: 1 online resource (1 video file, approximately 17 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Your guide to prepare and clear the CompTIA Security+ Certification SY0-601 exam. About This Video Understand the various risk management concepts Learn the various cryptographic methods used to protect the critical keys in cryptography Understand the Diffie-Hellman key exchange agreement and methods In Detail Excel the CompTIA Security+ Certification SY0-601 exam by taking this course, which deep dives into the various concepts of risk management and various kinds of risk involved, and the various security standards such as PCI DSS and the Cloud Controls Matrix (CCM) define what types of security controls to put in place to mitigate risk both on-premises and in the cloud. Learn about data protection and the various cryptographic methods used to protect the critical keys in cryptography that keep communication secure. The course also reviews different types of certificates including web, email, code-signing, machine/computer, and user. Explore the 3 As—authentication, authorization, and accounting/auditing, which play a big role in IT security. Tracking activity through auditing provides accountability for access to resources such as files on a file server or database rows. Learn about securing dedicated systems using IoT. IoT devices are function-specific and can communicate over the Internet. Examples include environmental control devices, medical devices, and video surveillance systems. This episode also covers the Zigbee smart home automation protocol. Wrap up the course by understanding data backup; backing up data provides availability in the event of data deletion, corruption, or encryption through ransomware. This episode discusses backup settings such as compression and encryption, as well as full, differential, and incremental backup types.
    Note: Online resource; Title from title screen (viewed July 30, 2021) , Mode of access: World Wide Web.
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    Beginners' Guide to Practical Quantum Computing with IBM Qiskit (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801813686
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A perfect beginners’ guide that converts complex, boring mathematics and formulas into simple and easy to make it clearer. It’s a basic guide to understand general quantum computing concepts on IBM Qiskit documentation. About This Video Learn and understand about general quantum computing based on IBM Qiskit documentation Learn quantum key distribution, which utilizes the unique properties of quantum systems Learn quantum teleportation used for transferring quantum information from a sender to a receiver In Detail Quantum computers could help the development of new breakthroughs in science, medications, machine learning, material science, and finance, which will help mankind become the best civilization in the whole universe. In fact, quantum computing is so powerful that no one knows how to use its true potential and till now, no quantum algorithm is perfect. The hardware and code are still in development stages, providing great opportunities in the future for quantum computing professionals. This course starts by introducing you to the basics of current classical computing technology that is based on bits/binary digits (0 and 1) and quantum computing (qubits), and how it is way much more advanced than earlier. Then you will install and get tested on working with the Jupyter notebook and IBM Qiskit in order to execute codes. Lastly, you will learn all the quantum computing concepts and their execution simultaneously in a much leaner, simpler, and more concise format. By the end of this course, you will learn the basics of quantum computing through implementing it via IBM Qiskit, and you could be able to contribute yourself to the domain that is still in the development phase and be a part of great opportunities in the future for quantum computing professionals. Who this book is for The course is best suited for beginners who want to start with practical quantum computing concepts. Basic computer knowledge and enthusiasm about quantum computing are the only prerequisites to excel and extract the most out of this course.
    Note: Online resource; Title from title screen (viewed August 25, 2021) , Mode of access: World Wide Web.
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    Computer Vision MVPS (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to build Computer Vision MVPs quickly using AutoML. Topics include: * Getting models into production * Apple Create ML * Google Vertex AI * Image Classification * CoreML * Tensorflow * Rapid Prototyping * GCP * Azure * Containers * Kaizen
    Note: Online resource; Title from title screen (viewed August 28, 2021) , Mode of access: World Wide Web.
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    Windows PowerShell Hands-On Training for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803245935
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Get to an advanced level and become efficient at work. Learn ways to automate your daily work using the advantages of Windows PowerShell scripting. About This Video Presents a nice introduction to PowerShell in an easy-to-follow approach with examples Managing system processes: get-process and stop-process Full of hands-on instructions, interesting and illustrative examples, clear explanations In Detail This course is designed to take the system administrators to an advanced level and make them more efficient at their work. You will find ways to automate your daily work using the advantages of Windows PowerShell scripting. It covers a wider list of topics such as why automation; how to launch Windows PowerShell as admin and non-admin; what is the execution policy; PowerShell help; PowerShell file read operations; PowerShell, Windows PowerShell, Microsoft scripting language; and PowerShell modules introduction and benefits. The course is intended to make people think in terms of automating small daily tasks using Windows PowerShell and improve work efficiency and then gradually move towards complex logical tasks.
    Note: Online resource; Title from title screen (viewed July 30, 2021) , Mode of access: World Wide Web.
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    Formatting, Printing, and Reporting with Oracle Primavera P6 PPM (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801815611
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Primavera P6 Version 8 to Version 20, this module explains the differences between the versions About This Video Workshop on formatting the bar chart and organizing your data Workshop on filters and printing Workshop on activity codes and User-Defined Fields (UDF) In Detail Primavera is an enterprise project portfolio management software. It includes project management, scheduling, risk analysis, opportunity management, resource management, collaboration, and control capabilities, and integrates with other enterprise software such as Oracle and SAP’s ERP systems. This course aims to teach participants how projects are planned, scheduled, and controlled, including understanding the project management processes applicable to your projects with Oracle Primavera P6 PPM Professional. You will start with understanding the basics of the software. Moving ahead, you will look at formatting the display aspects of the software. Then you will look at the group, sort, and layouts of this tool. Following that, you will understand, apply, create, and modify filters. After that, you will execute printing, reports, and look at the visualizer. Finally, you will explore other methods of organizing project data. By the end of the course, you will successfully learn how to format, print, and run reports with Oracle Primavera Project Manager P6 PPM Professional Client.
    Note: Online resource; Title from title screen (viewed July 26, 2021) , Mode of access: World Wide Web.
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    Bad Programming 101 - Part 1 : Become a Better Coder by Learning How (Not) to Program (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484271520
    Language: English
    Pages: 1 online resource (1 video file, approximately 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to avoid bad programming practices that create low-quality code that is difficult to maintain or test, and exhibits properties such as brittleness, low comprehensibility, and high defect density. This video takes a humorous slant on the typical programming practice manual by reversing the usual approach. Its approach is to jokingly assume that you wish to be an agent of chaos and sneak bad code into a software project in order to ruin its chances of success, or frustrate your colleagues by producing unreadable, error-prone garbage. Under this pretense, the video teaches how to avoid the kind of bad habits that introduce bugs or cause code contributions to be outright rejected. The bad practices are organised into topics that form the basis of programming (layout, variables, loops, etc.). At the end of each topic, a more serious voice chimes in temporarily to explain why the ‘advice’ just given is actually poor and suggests some better alternative practices. By sourcing classic programming guidebooks, empirical studies, and a range of coding conventions from some of the most successful software projects, this video explains the reasoning behind good programming practices. These topics form the basis of good programming style and are important for anyone embarking on a career in professional programming or wishing to contribute to a software project. Normally, beginner programmers learn these good practices by going through a period of making mistakes and learning from them. This video helps to shorten that learning process by teaching a core of good practices and will enable you to become a productive programmer faster. This video – Part 1 of the series – focuses on practices at the small scale, i.e. at the level of individual lines of code and fundamental constructs such as conditionals and loops. What You Will Learn Become a better coder by learning how (not) to program Choose your tools wisely Think of programming as problem solving Discover the consequences of a program’s appearance and overall structure Avoid bad habits and common mistakes See how poor error-handling makes for unstable programs Who This Video Is For You should have some practical programming knowledge (i.e. you can program in at least one programming language), but little to no professional experience. You are either still undergoing training in software development, or are at the beginning of your programming career. You have, at most, 1-2 years of professional...
    Note: Online resource; Title from title screen (viewed July 13, 2021) , Mode of access: World Wide Web.
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    Automating Jenkins with Python (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Apply DevOps principles to Jenkins by automating tasks using the Jenkins API with Python. Create a powerful command-line tool with the Click framework to harness the API and trigger remote jobs with a simple invocation. Using code (and Python in this case) to automate frequent tasks is an import DevOps principle that you should apply whenever possible. Some of the concepts in this video are covered in the Python For DevOps book. Learn how to identify core concepts when trying to automate something like Jenkins, like identifying the API access, authorization, and the possibility of finding a helper library to make things easier. your Machine Learning model by following core best-practices of MLOps. Topics include: * Setup a main Jenkins instance with Docker, using the official Jenkins LTS image. * Create a user with an API token, so that it is authorized to operate Jenkins. * Use a Jupyter notebook to try out the API using Python and figure out concepts that can be applied later * Create a command-line tool using the Click framework to quickly trigger Jenkins jobs. Useful links: * Jenkins LTS Docker image documentation * Official Jenkins LTS Docker image * Python-Jenkins library documentation * Python-Jenkins Library * Python for DevOps Book
    Note: Online resource; Title from title screen (viewed August 2, 2021) , Mode of access: World Wide Web.
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    Introduction to MLOps Walkthrough (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 46 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A walkthrough of Chapter 1 of the O'Reilly book Practical MLOps. Topics include: * DevOps * MLOps * DataOps * ML Platforms * Sagemaker * Continuous Integration and Continuous Deployment * MLOps cookbook * ML Engineering * Data Engineering * Spark * GCP * Azure * Containers * Kaizen
    Note: Online resource; Title from title screen (viewed July 31, 2021) , Mode of access: World Wide Web.
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    The Complete Intermediate Android Masterclass (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077897
    Language: English
    Pages: 1 online resource (1 video file, approximately 13 hr., 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn intermediate Android concepts such as content providers, services, broadcast receivers, room database, and WorkManager API About This Video Build a strong foundation in intermediate Android development Fully and deeply understand how activities and fragments work Build solid, robust Android applications using Android development best practices In Detail Android app development will open many doors for you since Android is the most popular operating system in the world. Many courses focus on the basics of Android development, which is great for the beginner; however, at some point in your journey, you’ll find yourself needing more intermediate to advanced Android topics. This is the course you’ve been looking for! The course is structured in such a way to improve your knowledge retention—by having a lot of hands-on projects. Each section in this course will give you an opportunity to practice and build something meaningful that will aid your understanding of intermediate Android development even further. There are quizzes, assignments, and challenges as well. If you are looking for a course that takes your pre-existing Android knowledge to the next level, then this is definitely the course for you. By the end of this course, you will be able to build a strong foundation in intermediate Android development and become an intermediate to advanced Android developer.
    Note: Online resource; Title from title screen (viewed June 29, 2021) , Mode of access: World Wide Web.
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    The Complete Guide to ASP.NET Core MVC (.NET 5) (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074247
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 hr., 42 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn the basic and advanced concepts of ASP.NET Core MVC (.NET 5) by building two applications and developing them on Microsoft Azure and IIS About This Video Learn new and advanced topics in ASP.NET MVC Core Build a Razor app with CRUD operations using the Entity framework for integration with the database Deploy our project website on Microsoft Azure and IIS In Detail This is a beginner to an advanced-level course on .NET 5 that will take you from basics all the way to advanced mode. This course is for anyone who is new to ASP.NET Core or who is familiar with ASP.NET and wants to take the first stab at understanding what is different in ASP.NET Core. From there, we will build multiple projects to understand all the concepts in .NET 5 as we deploy our final application on Azure as well as IIS. Throughout this course, we will understand the evolution of ASP.NET Core, and then take a look at the modified files and folder structure. We will then take a look at new concepts in ASP.NET Core. We will build a small Razor application with CRUD operations using the Entity framework for integration with the database. We will build our Bulky Book website where we will learn advanced topics in ASP.NET MVC Core. Finally, we will deploy our Bulky Book website on Microsoft Azure and IIS. By the end of the course, you will be able to build your own application using ASP.NET Core MVC, Entity Framework Core, and ASP.NET Core Identity.
    Note: Online resource; Title from title screen (viewed June 28, 2021) , Mode of access: World Wide Web.
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    Practical Splunk for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 13 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4+ Hours of Video Instruction Description Hands-on approach to learning the Splunk platform to search, report, and visualize machine-generated data. Overview Practical Splunk for Beginners LiveLessons provides you with functional, hands-on instruction on how to create data intelligence from machine-generated data. About the Instructor Karun Subramanian is an IT operations expert focusing on modernizing monitoring and observability. With over 20 years of experience, Karun has helped numerous companies transform their IT operations ecosystem. His expertise includes log aggregation, time series databases, cloud infrastructure, and machine data analytics. He is a Splunk Certified Architect. Karun is the author of the book Practical Splunk Search Processing Language: A Guide for Mastering SPL Commands for Maximum Efficiency and Outcome . Skill Level Beginner to Intermediate Learn How To Search using Search Processing Language (SPL) Group and correlate events Perform statistical calculations from search results Visualize data using charts Create reports and alerts Create dashboards Use lookups to enhance search results Who Should Take This Course Users in IT Operations area who need to use Splunk for monitoring and troubleshooting their applications and infrastructure Application developers and architects will also find the course useful for analyzing application log files. Security professionals can make use of the course if they use Splunk as an SIEM platform Course Requirements Basic Linux commands Basic SQL queries Lesson Descriptions: Lesson 1: The Splunk Platform In this lesson Karun covers the basics of the Splunk platform. You learn what Splunk is and why organizations use it. He reviews the various components that make up the Splunk platform. He covers the role of a Splunk search head and an indexer. He also covers the practical ways Splunk can be utilized in your organization. Finally, Karun shows you how to install and set up Splunk in your own local environment. Learning is lot easier and fun when you have your own Splunk environment. By the end of the lesson you will have a good understanding of the Splunk platform, setting you up for more learning and effective use. Lesson 2: Search Processing Language This lesson dives into the Splunk Search Processing Language, also known as SPL, which is the backbone of the Splunk platform. Karun presents the Splunk search interface to you by walking you through the Splunk Web search and reporting a...
    Note: Online resource; Title from title screen (viewed July 7, 2021) , Mode of access: World Wide Web.
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    The Complete Tableau Bootcamp for Aspiring Data Scientists (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
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    ISBN: 9781801075800
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to create stunning visualizations without writing code About This Video Detailed step-by-step walkthrough of creating data visualizations Create dashboards and stories in Tableau Define the granularity of data using the Level of Detail feature In Detail Visualizations provide us with a clearer understanding of data in a shorter span of time. They prove to be a powerful tool to make analyses and identify patterns. They also form an integral part of data storytelling by helping in creating narratives. Tableau's remarkable visualization capabilities make it a popular choice for data visualization. In this course, we will understand the capabilities of Tableau that makes it a popular software. Discover the basic tableau concepts and go over some basic charts that can be created easily using Tableau. We will then go over how we can create dashboards and stories to present contextual information of the data. Finally, we will learn some advanced features in Tableau, such as data modelling, controlling the granularity of the visualizations, and performing table calculations. By the end of the course, you will be able to use Tableau effectively and will be able to create sophisticated visualizations easily.
    Note: Online resource; Title from title screen (viewed March 25, 2021) , Mode of access: World Wide Web.
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    Garbage Collection Algorithms (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074629
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understand the underlying theory behind automatic memory management and garbage collection. About This Video Learn about various GC algorithms, such as Mark-Compact collector and Reference counting collector Identify the difference between tracing and direct collectors Learn about Tri-color abstraction and marking In Detail Memory leaks and dangling pointers are the main issues of manual memory management. If you delete a parent node in a linked list, forgetting to delete all its children first—your memory is leaking. You delete an object chain in the correct order but suddenly, your program crashes since you forgot about the second owner of this resource, which now tries to dereference a null-pointer. To avoid these issues, most modern high-level programming languages implement automatic memory management. You allocate objects manually; however, don’t bother with their deallocation: a special program, garbage collector, knows how to automatically deallocate them correctly and reclaim for future reuse. In this course, we’ll study all the different techniques and algorithms related to automatic memory management, which are used today in practice.
    Note: Online resource; Title from title screen (viewed March 30, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    EMERGENCY! Debugging Python Code in One Hour (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to debug Python code quickly! Topics include: * Continuous Integration * Python Debugger: PDB * Debugging with print statements * Debugging with IPython * Using pylint and pytest to debug code
    Note: Online resource; Title from title screen (viewed April 14, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Introduction to Microsoft Power BI (Video) (2021)
    [Erscheinungsort nicht ermittelbar] : Microsoft Press | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 42 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 7+ Hours of Video Instruction Discover how you can use Power BI to help your organization to become more data driven. Whether you are new to analytics or have been stuck preparing and delivering data using legacy BI tools, this video shows you how to use Microsoft Power BI with confidence. In this video, learn ways to import data from various sources as well as how to transform and cleanse data prior to loading it to a report-ready, self-service-enabled data model. Create visualizations in the Power BI Desktop and then secure, share, and collaborate using the various features in the Power BI service. Using his years of experience teaching Power BI to a variety of learners, Microsoft Certified Trainer Chris Sorensen explains the core concepts of Power BI to expose you to the most widely used features and functions in Power BI. He carefully explains the “why” behind using those features, not just the “how.” In his engaging style grounded in real-world scenarios, Chris gives you the confidence to navigate and build effective Power BI solutions, quickly and effectively. Build good habits and develop in your career as a business analyst or data-driven business user. About the Instructor Chris Sorensen CPA, CGA, is the Founder and President of Iteration Insights, a tech-enabled data analytics solutions provider based in Calgary, Alberta. In his career, he has led numerous Analytics projects in more than 15 industries across small to enterprise-sized organizations. He is a Microsoft Certified Data Analyst Associate and Microsoft Certified Trainer with a combined 20+ years of industry-solution delivery and teaching experience. He has evangelized both Excel and Power BI with Microsoft since July 2015 and is the author of the Microsoft Press Exam Ref 70-779 Analyzing and Visualizing Data with Microsoft Excel and co-author of Data Analysis Fundamentals with Excel (Video) published by Microsoft Press. Skill Level Beginner-Intermediate Learn How To Import and transform data in Power Query Editor Build a data model that supports self-service analysis Develop reports and visualizations using the Power BI Desktop Enhance the experi...
    Note: Online resource; Title from title screen (viewed May 14, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Up and Running with The Java Platform Module System (JPMS) (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 5+ Hours of Video Instruction This course will give you all the knowledge and skills for your transition from Java project to the Java Platform Module System (JPMS or “module system”). The Java Platform Module System (JPMS) is the most significant change introduced with the release of Java 9. The JPMS provides a variety of benefits for large-scale projects including increased security, better management of dependencies and isolation of libraries, and a service provision and loading facility. In this five hour video course, the author brings you the skills, knowledge, and understanding needed to start new projects in the JPMS framework and to solve the often tricky problem of migrating existing projects in an incremental fashion to full modularity. This course will also help with the Java 11 certification exam. About the Instructor Simon Roberts wrote his first program in 1978, and was a programmer writing in a variety of assembly and high-level languages for a dozen years before working for Sun Microsystems from 1995 to 2004. While at Sun he created training courses on a diverse range of Java topics and developed the original Sun Certified Java Programmer and Developer exams. Since leaving Sun in 2004, he spends most of his time helping people improve their skills in Java, Scala, Python, and JavaScript, offering training in classroom, recorded video, and live web-based formats. You can follow Simon Roberts here: https://www.linkedin.com/in/simonhgroberts/ Skill Level: Intermediate to Advanced Learn How To: Package your software as a JPMS module Export features of your module to other code Use modules in your code Define services Implement services Access and use services Migrate a project to the module system Build and run software that is part modular and part legacy Who Should Take This Course: Software engineers and architects aiming to incorporate the benefits of Java Platform Module System (JPMS) into their projects Individuals who want to evaluate the capabilities of JPMS to determine if their projects would benefit from it Anyone who wants to learn JPMS for an interview or examination, whether academic or professional Course Requirements: A working knowledge of the Java Programming Language About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feat...
    Note: Online resource; Title from title screen (viewed May 11, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Machine Learning A-Z : Support Vector Machine with Python © (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801071833
    Language: English
    Pages: 1 online resource (1 video file, approximately 11 hr., 10 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn machine learning and support vector machine from scratch About This Video Learn how to use Pandas for data analysis Learn how to use sci-kit-learn for SVM using the Titanic dataset Learn about training data, testing data, and outliers In Detail This course is truly a step by step. In every new video, we build on what has already been learned and move one extra step forward; then we assign you a small task that is solved in the beginning of the next video. This comprehensive course will be your guide to learning how to use the power of Python to train your machine such that your machine starts learning just like a human; based on that learning, your machine starts making predictions as well! We’ll be using Python as the programming language in this course, which is the hottest language nowadays when we talk about machine learning. Python will be taught from a very basic level up to an advanced level so that any machine learning concept can be implemented. We’ll also learn various steps of data preprocessing, which allows us to make data ready for machine learning algorithms. We’ll learn all the general concepts of machine learning, which will be followed by the implementation of one of the most important ML algorithms— “Support Vector Machine”. Each and every concept of SVM will be taught theoretically and implemented using Python.
    Note: Online resource; Title from title screen (viewed April 28, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 93
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    Learn Angular for Modern Web Applications (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. The companion files for this course can be found at https://github.com/shaunwa/learn-angular-example-code .
    Note: Online resource; Title from title screen (viewed May 14, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Go for Python Developers (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The Go programming language is becoming more popular these days with cloud-native applications and the Kubernetes ecosystem. If you are coming from Python, you will find yourself surprised to see similar patterns, while at the same time see some things that are missing or plain impossible with Go. In this course, I will introduce you to some of the basics of Golang from a Python perspective, so that you can reduce the friction trying to learn it. Topics include: * Packages, imports and variable definitions * From lists to arrays and slices * From Python dictionaries to Go maps * Looping on data structures, retrieving and adding values or items * Error handling, and the surprising fact that there aren't any tracebacks or exceptions in Go A few resources that are helpful if you are trying to learn Go, some of them covered in the course: * Visual Studio Code for Go * The Go playground * An (interactive) tour of Go
    Note: Online resource; Title from title screen (viewed May 5, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Optimizing SQL Server Backup Performance : Using Data Science Techniques to Solve a Classic DBA Dilemma (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484271940
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to optimize the performance of your SQL Server backups using data science techniques. Microsoft provides default backup settings which work but which are decidedly sub-optimal against large databases. This video shows what these settings are, explains their defaults, and educates you on the available values that provide you room in which to optimize your backup times. The end game is that you’ll be able to optimize your backups and be confident that you’ve optimized to the extent that’s possible given your specific environment. After an introduction to the available settings, you’ll learn a method built for tuning your backup settings to provide faster backups and shorter maintenance windows in your own environment. That method includes knowing how to sample timing data and other statistics, and how to apply data science techniques by which to understand your findings and to implement your findings in two of the most popular, community-based backup tools: MinionWare's Minion Backup and Ola Hallengren's SQL Server Maintenance Solution. You’ll be able to confidently schedule maintenance windows and to defend those schedules to management using the data that this video helps you to collect. What You Will Learn Know the key settings that control SQL Server backup performance Create database backup statements using these key settings Use sampling within PowerShell to test performance of different settings Create models using algorithms such as random forest for statistical learning Analyze the results of these models using evolutionary programming techniques Implement the results using free, community-based backup solutions Who This Video Is For Database administrators who wish to minimize the size of their backup windows and those wanting to get their backups done in the least-possible time. Viewers should be familiar with SQL Server and the T-SQL language. The video will also include PowerShell and R, so familiarity with either of these languages is nice but not required.
    Note: Online resource; Title from title screen (viewed June 9, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Meet the Expert : Ben Sigelman on Observability’s ROI (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: It seems like everyone is selling “observability” these days. And companies are buying! But for many software organizations, the cost of observability is growing much more quickly than the benefits it delivers. In this Meet the Expert, Ben Sigelman draws on his experiences building out the core observability functions at Google, cocreating and shepherding both OpenTelemetry and OpenTracing. Working in the field as Lightstep’s founder and CEO, Ben examines why the current ROI for observability is lacking. You’ll learn the critical distinction between observability and telemetry, explore the fundamental cost structures underlying each, and discover how to reframe observability to make some of the most powerful and transformative benefits accessible to the entire organization—not just the experts. Recorded on May 25, 2021. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed May 25, 2021) , Mode of access: World Wide Web.
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    The Complete Pentesting and Privilege Escalation Course (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801072359
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 17 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn and deepen your knowledge in ethical hacking topics such as pentesting and privilege escalation techniques while becoming a certified cyber security professional About This Video Execute privilege escalation for Linux Execute privilege escalation for Windows Solve CTF (Catch the Flag) solutions and move ahead in the game level In Detail We are in an era where cyber security plays an important part and the race between attackers and defenders is tremendously growing. Companies are heavily investing to protect their data. Pentesting and privilege escalation tests prove to be a vital step to eradicate or lower down the vulnerabilities within a system, network, or application to detect weaknesses that an attacker could exploit. Throughout the course, we’ll solve a number of vulnerable machines on VulnHub, TryHackMe, and HackTheBox along with the other platforms. The topic of privilege escalation will be thoroughly explained, which provides the best tools to pass a certification such as OSCP. Furthermore, we will not only focus on Linux machines but Windows machines as well. Important topics that will be covered are as follows: Advanced Linux CTF Solutions Linux Privilege Escalation Windows Privilege Escalation Kernel Exploit SUID Sudo Cronjobs Metasploit Potato Attacks BPrute Force Meterpreter Shells Meterpreter Shells By the end of this course, you will have taken a big step to advance your cyber security career. Warning: This course aims to provide a good training for people who want to be cyber security professionals. You should not break the law in any way with the offensive penetration test techniques and you accept the responsibility by taking this course.
    Note: Online resource; Title from title screen (viewed May 27, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Java Programming Essentials (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 8+ Hours of Video Instruction Overview Build a solid understanding of core features of the Java programming language. This course brings you the skills and knowledge needed to understand the essentials of the Java language. In this more than 8 hour video course, you will develop a depth of understanding significantly beyond what’s typical for programmers who learn a language on the job. The key knowledge learned in this course will help you increase your skills, ace an interview, and give you the core knowledge you need to truly understand Java. This course will also help you with the Java 11 certification exam. This course focuses on basic structures, packages, command-line operations, operators and expressions, language control structures, iteration structures, essentials of class and object creation, and garbage collection. About the Instructor Simon Roberts wrote his first program in 1978 and was a programmer writing in a variety of assembly and high-level languages for a dozen years before he joined Sun Microsystems in 1995 to 2004. While at Sun he created training courses on a diverse range of Java topics and developed the original Sun Certified Java Programmer and Developer exams. Since leaving Sun in 2004, he spends most of his time helping people improve their skills in Java, Scala, Python, and JavaScript, offering training in classroom, recorded video, and live web-based formats. You can follow Simon Roberts here: https://www.linkedin.com/in/simonhgroberts/ Skill Level: Beginner to Intermediate Learn How To: Structure a Java source file Declare and use packages Build and execute your code from the command-line Use operators and expressions Use conditional and loop structures Declare simple classes and instantiate objects Understand garbage collection Who Should Take This Course: Programmers and IT professionals wishing to transition to the Java Programming Language. Anyone wanting to learn the Java Programming Language in more detail, for example for an interview or examination, whether academic or professional. Course Requirements: A working knowledge of programming, not necessarily in the Java language About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: A...
    Note: Online resource; Title from title screen (viewed June 8, 2021) , Mode of access: World Wide Web.
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    Infrastructure & Ops Hour : SRE with Tammy Butow (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 0 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on site reliability engineering with Sam Newman and Gremlin principal SRE Tammy Butow. They’ll chat about SRE best practices and challenges, building resilient systems, chaos engineering, facilitating controlled experiments to identify systemic weaknesses, and more. What you’ll learn and how you can apply it Explore the origins of, need for, and challenges around SRE What’s coming next for infrastructure and ops This course is for you because… You want the chance to ask Sam Newman and Tammy Butow your questions around SRE and chaos engineering. You’re looking for ways to improve your systems and mitigate weaknesses. You want to become well-versed in the foundations and best practices of pipeline creation. Recommended follow-up: Read Chaos Engineering (book) Read Security Chaos Engineering (report) Read Site Reliability Engineering (book)
    Note: Online resource; Title from title screen (viewed August 2, 2021) , Mode of access: World Wide Web.
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    Infrastructure & Ops Hour with Sam Newman : Cloud Providers and Sustainability with Anne Currie (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on sustainability with Sam Newman and longtime technologist Anne Currie. They’ll discuss cloud providers and the environmental impact of software, how an individual developer’s choices can impact sustainability, and the trends that are impacting organizations’ deployment practices and culture. What you’ll learn and how you can apply it Explore the origins of, need for, and challenges around sustainability See what’s coming next for infrastructure and ops This course is for you because… You have questions about limiting the environmental impact of your technology choices. You’re looking for ways to improve your cloud environment to support your production goals. You want to become well-versed in the foundations and best practices of pipeline creation and deployment. Recommended follow-up: Read Design Patterns for Cloud Native Applications (book) Read Cloud Native Transformation (book) Read 97 Things Every Cloud Engineer Should Know (book)
    Note: Online resource; Title from title screen (viewed July 7, 2021) , Mode of access: World Wide Web.
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