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  • Safari, an O’Reilly Media Company.  (941)
  • Abrams, Barry
  • Review, Harvard
  • Electronic videos ; local  (861)
  • Livres audio  (78)
  • Computers  (10)
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  • 1
    Online Resource
    Online Resource
    Small business revolution : how owners and entrepreneurs can succeed (2022)
    [Place of publication not identified] : Ascent Audio
    Details
    ISBN: 9781663716996 , 1663716994
    Language: English
    Pages: 1 online resource (1 sound file (7 hr., 59 min.))
    Edition: [First edition].
    DDC: 658.02/2
    Keywords: Small business Management ; Small business Finance ; Small business Growth ; Petites et moyennes entreprises ; Gestion ; Petites et moyennes entreprises ; Finances ; Petites et moyennes entreprises ; Croissance ; Small business ; Finance ; Small business ; Growth ; Small business ; Management ; Downloadable audio books ; Audiobooks ; Audiobooks ; Livres audio
    Abstract: In Small Business Revolution president and CEO of Deluxe Corp. Barry C. McCarthy delivers a stirring combination of uplifting narrative and small business instruction manual. Featuring inspiring stories from the company's 106-year history and anecdotes from its Emmy-nominated TV show Small Business Revolution, this book offers listeners the opportunity to learn how to grow and thrive in their business in any environment, from a booming economy to a post-pandemic marketplace. Whether you're just starting to plan your new business or you are a seasoned veteran in the small business trenches, you'll discover a wealth of information to help you structure your business to reach customers, find talent, understand finances, and so much more. You'll find guidance on: how to get your costs in line when your expenses have changed; mastering new tools to manage payments and payroll, including contactless and remote payments; maintaining relationships with your existing customers while reaching out to new ones; how to manage cash; how to retain employees through lean times; and more. Perfect for the millions of individuals who plan to start or run a small business during one of the most challenging times in recent memory, Small Business Revolution is an indispensable guide to helping your enterprise survive and succeed during unprecedented challenges.
    Note: Online resource; title from title details screen (O’Reilly, viewed May 3, 2022)
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 2
    Online Resource
    Online Resource
    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.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 3
    Online Resource
    Online Resource
    Become a Kano Analysis Specialist (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803242866
    Language: English
    Pages: 1 online resource (1 video file, approximately 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Dive into Kano Analysis and prioritize customer needs About This Video Master the ability to systematically identify and prioritize your customer requirements Specialize your skills in exploring your customer’s stated and latent needs Acquire the knack to delight your customers and make them your raving fans for a lifetime In Detail With increasing competition and constantly changing customer requirements, it has become exceedingly important to learn the art and science of prioritizing the most important needs and requirements of your customers. Kano Analysis is a unique tool that has a structured approach to understand these customer requirements, translate those needs/requirements into specific categories, and prioritize them. This tool is extensively used by Six Sigma Green Belts and Black Belts in their Lean Six Sigma projects. Kano Analysis is most effective in the Define Phase of any Six Sigma Green Belt or a Six Sigma Black Belt project. In the Define Phase, the Green Belt or the Black Belt looks for pain areas of the business process. When Kano Analysis is used, it helps understand customer requirements and provides a laser-sharp focus on only those requirements that your customers care about. This tool can also be used as a standalone tool that is independent of a Six Sigma project. If you want to thrive in today’s competitive environment, you must make your customers your raving fans. This is only possible when you focus and deliver exactly what your customer wants. Kano Analysis is the only tool that helps you identify what your customers exactly want.
    Note: Online resource; Title from title screen (viewed June 28, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 4
    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
    BibTip Others were also interested in ...
    Online Resource
    MPI Ethno. Forsch.
  • 5
    Online Resource
    Online Resource
    Advice for Working Dads (2021)
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    Details
    ISBN: 9781663712974
    Language: English
    Pages: 1 online resource (13428 pages)
    Edition: 1st edition
    DDC: 306.874/2
    Keywords: Audiobooks ; Audiobooks ; Livres audio ; Audiobooks
    Abstract: Gone are the days when fathers were expected to put work first and family last. Today, men worldwide are redefining fatherhood and finding greater fulfillment both at work and at home. But old ways die hard. Many managers prefer the status quo, and fathers aren't finding the support and flexibility they need from their employers. Dads still feel pressure to downplay or hide their involvement in their children's lives. And even as more men step up as parents, across every level of society the burdens of parenting and running a household still fall unfairly on women. Fatherhood is one of the toughest jobs and the biggest responsibility you'll ever take on. Advice for Working Dads will teach you how to balance and integrate work and parenthood, how to navigate the common pitfalls at work, and how to find success when you're taking on twice as much-for the good of your family. This volume will help you: navigate workplaces and bosses that want you to forget you're a parent; spend your time at work and at home more purposefully; make time for yourself, your friends, and your hobbies; set reasonable expectations and limits in the always-on work culture; communicate better with your spouse or partner about careers, parenting, and housework; get the paternal leave you and your family need; set your family up for success; and more.
    Note: Online resource; Title from title page (viewed June 8, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    URL: lizenzpflichtig
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    Online Resource
    BSZ
    GBV
    MPI Ethno. Forsch.
  • 6
    Online Resource
    Online Resource
    Scaled Forecasting with Python and R : With Forecasting for Several Different Types of Models and Time Series (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484268933
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this video, you will explore forecasting techniques in Python, including how to use machine learning models from Scikit Learn, as well as integrating R as a sub process to gain access to the robust forecast library, incorporating the auto.arima and tbats models. We create our own Python class called Forecaster that stores all of the relevant information about the predictions, including error metrics, model forms, hyperparameter selections, and the forecasts themselves. The module is written in such a way that models can easily be added to the framework for increasing accuracy. In the specific scenario, we are forecasting on 150 separate time series—3 time series for each state using economic indicators from the St. Louis Federal Reserve (FRED) website. We build an API to extract the data and add our own indicators that we think will influence the future. At the time that this video is published, the country is experiencing a recession from the COVID-19 pandemic. Therefore, we will extract the recession indicator from the FRED website and make assumptions about how long the recession will last. Using this information, we create an economic outlook for each state. These forecasts can then be used to see which states we expect to recover most quickly from the recession. This modeling process will be done in Python on a Jupyter Notebook, so it's a good idea to have Anaconda installed on your computer so you can follow along. The rpy2 library from Python will be utilized, so having R installed in your local environment is necessary. What You Will Learn Create classes in Python Make predictions with machine learning and common forecasting models Manipulate data with Pandas Store data in base Python structures (lists, dictionaries) Create APIs and visual aids Who This Book Is For Data scientists with experience who are looking to take their forecasting skills to the next level.
    Note: Online resource; Title from title screen (viewed January 12, 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.
  • 7
    Online Resource
    Online Resource
    Learn GCP Cloud Functions 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 1 hr., 9 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Google Cloud Platform (GCP) and Cloud Functions in this one-hour video. Everything you need to know to get up and running quickly using serverless technology from GCP. Topics include: * An introduction to serverless technologies * Create a cloud function, install dependencies, and use different runtimes like Python 3.8 * Debug issues when a cloud function deployment fails * Use Google's Machine Learning offering to do live translations to any language * Enable authentication for your cloud function
    Note: Online resource; Title from title screen (viewed January 14, 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.
  • 8
    Online Resource
    Online Resource
    World of Computer Networking (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801072823
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 hr., 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Master the key networking protocols and understand how computer networks work and communicate with each other About This Video Get to grips with Internet Protocol (IP) addressing, network masks, subnets, and subnetting Learn how to perform analysis of different protocols and Transmission Control Protocol/Internet Protocol (TCP/IP) layer headers Discover how computer networks operate on different layers In Detail Do you want to learn the basics and advanced concepts of computer networking? Do you want to prepare for the Cisco Certified Network Associate (CCNA) exam? With this course, you will learn the basic and advanced concepts of computer networking from scratch. The course starts with Transmission Control Protocol/Internet Protocol (TCP/IP) and Open Systems Interconnection (OSI) models, explaining how different hosts communicate with each other. Next, you will become familiar with networking layers, such as physical, data link, network, transport, and application. Once you have gained the knowledge of layers, you will move towards exploring the concepts of routing and learn the difference between private and public IP addresses. Next, you will discover the purpose of Network Address Translation (NAT) in networking and understand the Dynamic Host Configuration Protocol (DHCP) and Domain Name System (DNS) protocols in detail. By the end of this course, you will have gained a solid understanding of computer networking and network devices and will have developed the skills to pass the Cisco Certified Network Associate (CCNA) exam.
    Note: Online resource; Title from title screen (viewed January 22, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 9
    Online Resource
    Online Resource
    Nmap for Penetration Testing : From Beginner to Advanced [Updated for 2021] (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074421
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: A carefully tailored and structured course to make you an expert in Nmap in just 6.5 hours About This Video Gain a solid understanding of Nmap Learn modern techniques to map and scan the network Learn how to generate outputs and reports with WebMap In Detail Network scanning and enumeration have become an increasingly important aspect of penetration tests over the last couple of years. Organizations now have a complex network of assets storing sensitive and valuable data. To test the security posture of the organization, conducting effective network scanning and enumeration of the organization's network is mandatory. This course will help you become an expert in Nmap quickly and easily. The course starts by showing you the steps for setting up the working and then highlights the importance of Nmap for network scanning. Next, you will grasp the fundamental concepts of networking, such as port scanning, the Open Systems Interconnection (OSI) model, network layer, and transport layer. Moving along, you will learn how to discover hosts using pings and understand advanced scanning topics that will help you to set up your own virtual hacking lab. Next, you will learn techniques to detect and evade firewalls and become familiar with the Nmap Scripting Engine (NSE). Finally, you will find out the role of enumeration services, such as File Transfer Protocol (FTP), Simple Mail Transfer Protocol (SMTP), Doman Name System (DNS), HyperText Transfer Protocol (HTTP), Server Message Block (SMB), and MySQL in network scanning. By the end of this course, you will have all the key skills needed to use Nmap for penetration testing.
    Note: Online resource; Title from title screen (viewed January 19, 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.
  • 10
    Online Resource
    Online Resource
    Node.js Essentials (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 6+ Hours of Video Instruction Learn to write performant back-end applications in JavaScript by leveraging the Node.js runtime. Shaun Wassell teaches JavaScript developers how to write and run server-side JavaScript applications for the powerful Node.js runtime. It includes topics such as working with the file system, creating web servers, installing, using, and publishing NPM packages, Google V8 engine, testing, and much more. Description Several years ago, it wasn’t possible to write JavaScript programs for the back-end. JavaScript was strictly limited to running in a browser, and if a developer wanted to write back-end software, they had little choice but to learn another programming language, such as PHP. Now, that has all changed. Thanks to Node.js, which allows JavaScript to be run outside the browser, JavaScript developers can write web-servers, server-side scripts, and any number of other useful back-end programs. This LiveLessons video shows developers how to write and run server-side JavaScript applications for the powerful Node.js runtime. The code repository for this LiveLesson can be accessed at https://github.com/shaunwa/node-course . About the Instructor Shaun Wassell 's goal is to create a world where people are empowered to use programming as a way to solve meaningful problems--a world where writing code is just as natural for most people as walking or breathing. To help make this a reality, he has dedicated the past few years to helping people learn and master software development skills through video courses, live training sessions, and one-on-one tutoring. Shaun has been programming since he was a kid, when creating video games was his gateway into the world of software. Since then, he's been fortunate enough to be a contributing member on many amazing software projects and work with some incredible mentors along the way. Skill Level Intermediate What You Will Learn Learn to quickly and easily write performant back-end applications in JavaScript by leveraging the Node.js runtime: Write useful server-side programs using modern JavaScript Build Node.js web servers using several different frameworks Deploy your Node.js applications so that they can be accessed from anywhere Create and publish an open-source NPM package Shaun also covers more advanced features for developers, such as: Maximizing the performance of your Node.js programs by learning about how Nodes V8 runtime works Interfacing with databases in Nod...
    Note: Online resource; Title from title screen (viewed February 8, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 11
    Online Resource
    Online Resource
    Python Programming for Beginners : Hands-on (Online Lab) (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074278
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 hr., 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Dive deep into the concepts of object-oriented programming (OOP) and become a professional in creating classes and writing clean Python code About This Video Get to grips with the four pillars of object-oriented programming (OOP) Find out the role of OOP concepts in Python Learn how to create classes using the principles of OOP In Detail From DevOps to cloud computing and data science, Python programming language is used in almost every field of computer science. But what happens when you use the principles of object-oriented programming (OOP) in Python? Find out in this course. The course starts with an introduction to OOP concepts and then gradually proceeds towards giving you a detailed insight into OOPs concepts. You will find out what is abstraction, encapsulation, inheritance, and polymorphism in OOP in detail. By the end of this course, you will be well-versed with Python OOP and will have developed the skills to write clean Python code and take your Python skills to the next level.
    Note: Online resource; Title from title screen (viewed January 29, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 12
    Online Resource
    Online Resource
    Mastering Data Science and Machine Learning Fundamentals (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074704
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Master the basic concepts of data science and machine learning and learn how to implement these concepts successfully in the real-world About This Video Learn the fundamentals of data science, machine learning, and data mining Learn interesting techniques to evaluate a machine learning model Discover the best practices to solve real-world problems using machine learning In Detail Machine learning is the key to development in many areas, such as IT, security, marketing, automation, and even medicine. Without machine learning, it is impossible to build intelligent applications and devices, such as Alexa, Siri, and Google Assistant. This course will help to get familiar with data science and machine learning. The course starts with an introduction to data science, explaining different terms associated with it. You will also become familiar with machine learning and data science modeling and explore the key differences between model parameters and hyperparameters. Next, you will become familiar with the concepts of machine learning models, such as linear regression, decision trees, random forests, neural networks, and clustering techniques. Towards the end, you will learn how to evaluate machine learning models and learn the best practices to succeed in your data scientist role. By the end of this course, you will have a solid understanding of data science and machine learning fundamentals.
    Note: Online resource; Title from title screen (viewed January 18, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 13
    Online Resource
    Online Resource
    Linux Fundamentals (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800565043
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Equip yourself with Linux skills and manage users, files, and directories from the Linux Shell confidently About This Video Learn about Linux networking and discover how it is used in the real world Gain a solid understanding of Linux files, directories, and permissions Learn how to write error-free and executable Linux shell scripts In Detail Do you want to understand how Linux works in the real world? From basic Linux commands to creating scripts, this course will teach you all. The course starts with an introduction to Linux, explaining its shell, terminal, and commands. You will also learn the process of installing Docker and creating a Linux container. Once the setup is ready, you will become familiar with the Linux processes and discover the role of data streams and piping. Moving along, you will learn how to manage files and directories and learn the common search operations used in Linux. Next, you will learn the techniques to compress and sort files and gain a good understanding of user management. Towards the end, you will learn to create executable scripts, grasp networking concepts, and get an overview of environment variables. By the end of this course, you will be able to perform basic and advanced Linux operations.
    Note: Online resource; Title from title screen (viewed January 21, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 14
    Online Resource
    Online Resource
    Learn Azure ML (AutoML) 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 1 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Machine Learning and Auto ML using Azure ML Studio easily building powerful models and deploy them in a scalable environment. Everything you need to know to get up and running quickly in Machine Learning using Azure, from datasets to containerized deployments and data validation. Topics include: * An introduction to Azure ML Studio and AutoML * Import datasets and version them within Azure - even from remote locations like Github * Create compute clusters for training and live inferencing * Select models for deployment into Kubernetes or Docker Container instances * Practice MLOps, operationalizing a deployed model with logs and metrics via Application Insights * Consume a live endpoint with a deployed model over an HTTP API * Use the generated Swagger files to grasp the HTTP endpoints
    Note: Online resource; Title from title screen (viewed February 4, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 15
    Online Resource
    Online Resource
    Meet the Expert : Vadym Kazulkin on the Serverless Value Proposition in AWS (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: The serverless value proposition in AWS is huge. Join expert Vadym Kazulkin as he examines the total cost of ownership in serverless applications and explores the visible and invisible benefits of the serverless paradigm, including no infrastructure operation, auto scaling and fault-tolerance built-in, focus on business value and innovation, and faster time to market - to name a few. In this Meet the Expert, Vadym will also walk you through a decision-making list, which will help determine whether or not to choose the serverless paradigm for your projects. In doing so, he will look at the visible aspects, such as cost, understanding application lifecycle, software architecture, cost at scale, platform limitations, organizational knowledge, and plattform and tooling maturity. Vadym will also discuss current challenges adopting serverless in AWS, such as lack of high latency ephemeral storage, insufficient network performance, and missing important security features. Join us for this edition of Meet the Expert with Vadym Kazulkin to learn how to decide whether to use serverless in AWS for your next project. 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. What you’ll learn and how you can apply it By the end of this live show, you’ll better understand: The total cost of ownership of the serverless paradigm How to decide whether to use serverless in AWS for your next project The current shortcomings of serverless on AWS The trade offs you make when deciding to use serverless Prerequisites: Come with your questions for Vadym Kazulkin Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Serverless: First Steps (EPL) Moving to Serverless with AWS Lambda (Learning Path) Learn AWS Serverless Computing
    Note: Online resource; Title from title screen (viewed February 16, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 16
    Online Resource
    Online Resource
    AWS Elastic Beanstalk Continuous Delivery with Flask Video Course (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 20 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use AWS Elastic Beanstalk to deploy a Flask application. This tutorial covers Continuous Delivery of a Python Flask application using AWS Code Build. Elastic Beanstalk is a PAAS (Platform as a Service) that has powerful tools and integrations. This video course covers building out an development environment in Cloud9, a Makefile system and then finally, a full fledged CI/CD pipeline using Pylint and AWS Code Build of a Flask API. Follow along with the Github Resource: https://github.com/nogibjj/Flask-Elastic-Beanstalk.
    Note: Online resource; Title from title screen (viewed February 3, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 17
    Online Resource
    Online Resource
    Blazor Performance : Optimizing Your Blazor Website (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484269770
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 13 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video presents patterns and practices for making Blazor WebAssembly applications run fast at their optimal speeds. You’ll learn patterns and best practices for performance that broadly cover two aspects of Blazor development: Firstly, you’ll learn about optimizing application download size so your applications load and execute without undue lag. Secondly, you’ll learn techniques for reducing the number of updates that Blazor needs to apply to user interface elements in the browser’s DOM. While Blazor WebAssembly is already designed to provide strong performance, the techniques in this video provide you additional tools and techniques that you can employ in order to delight your users and gain a competitive edge against your competition. Techniques taught in this video such as assembly trimming, lazy loading, and reducing unnecessary user interface updates can put your applications a step ahead of your competition when it comes to creating fast applications that users will want to return to again and again. What You Will Learn Work with lazy-load assemblies to incrementally download your application’s code Use virtualization to avoid rendering UI elements not currently visible Create lightweight components that reduce unnecessary UI updates Reduce unnecessary rendering of component subtrees Optimize JavaScript interop speeds Limit the number of components and reduce frequent events Who This Video Is For Blazor developers who have experience building WebAssembly applications. Especially for those developers who want to gain an edge on their competition through faster application performance.
    Note: Online resource; Title from title screen (viewed January 28, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 18
    Online Resource
    Online Resource
    Software Architecture Hour : Architecture Meets Data (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: Join us for a special conversation with Neal Ford and Mark Richards on software architecture, covering the fascinating aspects of the discipline, interesting convergence areas, and insights on how to approach the most challenging aspects of building and managing evolving architectural needs. This is your chance to ask Neal and Mark anything you want about architecture or their own career journeys. They’ll spend a few minutes covering the trends in data that are influencing architecture right now, 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 intersection of software architecture and data What’s coming next with software architecture This training course is for you because... You want the chance to ask Neal Ford and Mark Richards your questions around the intersection of architecture and data. You’re currently looking for ways to deliver data to support your businesses goals. You want to become well-versed in the foundations and best practices of software architecture and data. Prerequisites: Come with your questions for Neal Ford and Mark Richards Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Take Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford)
    Note: Online resource; Title from title screen (viewed March 9, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 19
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    Online Resource
    Business Intelligence with Microsoft Power BI - with Material (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801078580
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Make your data speak with the help of Power BI tools from Microsoft, including Power Query, Power View, and the Power BI service About This Video Gain a solid understanding of Power BI tools Learn how to get insights of data quickly and easily Get ready to design impressive reports and dashboards using the various tools of Power BI In Detail Whether you want to prepare your data for visualization or create eye-catching reports and dashboards from datasets, Power BI is the answer. This course will teach you the necessary Power BI tools, and you will gain the skills and confidence to use them effectively in the real world. The course starts by introducing you to Power BI and takes you through the setup process of Power BI on your machines. Next, you will learn how to create charts, maps, tables, and matrix in Power BI. Moving along, you will learn to use cards, filters, slicers, and advanced charts. Next, you will learn to insert objects, such as images, texts, and shapes, in Power BI and discover what are bookmarks and actions. As you advanced, you will learn to create, publish, and export reports using the Power BI service and become familiar with the text, date, and number functions. Finally, you will learn how to append data, understand merge queries, and go through additional important topics of Power BI, such as group, transpose, and unpivot. By the end of this course, you will have the Power BI skills needed for turning huge chunks of boring datasets into impressive reports and dashboards.
    Note: Online resource; Title from title screen (viewed February 5, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 20
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    Online Resource
    Learn Docker containers 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 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Docker and building powerful containers in this one-hour video. From the basics of containers, and its differences with virtual machines, to interactive commands and containerization of applications. Everything you need to know to get up and running quickly to use containers and grasp docker concepts. Topics include: * An introduction to containers and their differences with Virtual Machines * Start, stop, and manage containers. * Map container ports to local ports, mount volumes, and other startup flags for container images. * Get access to running containers to interactively debug a service like Nnginx. * Build a Python application with a Dockerfile, and deploy it running the latest Python version.
    Note: Online resource; Title from title screen (viewed January 28, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 21
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    Online Resource
    AWS Machine Learning 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 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: AWS Machine Learning Certification In ONE HOUR!
    Note: Online resource; Title from title screen (viewed January 23, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 22
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    Online Resource
    The Simplest Guide™ to Clinical Data Analysis with SAS (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077095
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This course gives an introduction to the pharmaceutical/life sciences industry in a simple and visual style that is easy to understand. It shows how SAS is used as a tool to work with the vast amount of clinical data within this industry. About This Video Dive head-first into the life sciences/pharmaceutical industry Master concepts of clinical drug development/clinical trials processes Learn how SAS programming is an integral part of putting a drug into the market In Detail The course takes you through an example clinical study sample data and generates various clinical study reports that are submitted to the FDA (in the US) or other regulatory authorities in other countries. You will not only hone your SAS programming skills but will also learn essential concepts needed to work in the pharma industry in the areas of biostatistics and clinical data management. After the introduction to the pharma industry and learning relevant concepts about clinical trials, the course takes you through a hands-on training exercise to build the very important and fundamental clinical study report, called the demographics table. You will begin with a sample clinical study data in an Excel sheet, then you will import it into SAS, derive all necessary variables as shown in the mock table, and finally, generate a clinical study report. All this will be done using guided SAS programming steps with detailed explanations at every step of the programming. At the end of this course, you will have learned to work with clinical study data, generate a real clinical study report, and extend those steps to build other reports that constitute clinical trial submissions to the regulatory bodies.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 23
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    Online Resource
    The Complete Java Developer Course : From Beginner to Master (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801075190
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn the tips and tricks to become a proficient Java programmer and master the fundamentals of the language About This Video Master the fundamentals of Java programming, no matter your current level of coding skills Learn the theory behind the code and put it to practice right away Solidify your skills as a Java developer by building engaging portfolio projects In Detail Be it websites, mobile apps, or desktop software, Java remains one of the most popular programming languages around. With over 7.6 million developers using it worldwide, the surge of new programming languages has not dampened the demand for this 25+-year-old language. With an average Java developer in the US earning over $104,000 a year, Java programming skills are still highly sought after. This course is designed to teach you these skills from scratch, starting with JDK installation followed by the creation of your first program. Then, as you progress through the sections, you’ll start learning the core Java concepts such as control statements, arrays, strings, methods, objects, and more. In each of these sections, you’ll be building a unique, exciting project, thus ensuring you’re not just learning the theory but also practicing what you learned. Average of three, Mad Libs clone, and tic-tac-toe are just some of the projects you’ll be building in this course. To make sure you’ve mastered each line of code, there are practical hands-on coding challenges in every lecture. By the end of this course, you will have mastered the best tips, tricks, and theory behind the Java programming language. The hands-on nature of this course will ensure that you can readily apply your skills to real-world projects.
    Note: Online resource; Title from title screen (viewed March 31, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 24
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    Online Resource
    Software Architecture Hour : Architecture and Security with Aaron Bedra (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 55 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on software architecture with Neal Ford and security pro Aaron Bedra, covering the fascinating aspects of the discipline, interesting convergence areas, and insights on how to approach the most challenging aspects of building and managing evolving architectural needs. This is your chance to ask Neal and Aaron anything you want about architecture or their own career journeys. They’ll spend a few minutes covering the trends in security that are influencing 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 Understand how to build a culture of security compliance See what’s coming next with software architecture This training course is for you because... You want the chance to ask Neal Ford and Aaron Bedra your questions around long-term cybersecurity and your architecture. You’re looking for ways to improve security to support your businesses goals. You want to learn about a holistic approach to security. Prerequisites Come with your questions for Neal Ford and Aaron Bedra Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Building Microservices , second edition (book) Read Container Security (book) Read Practical Cloud Security (book) Attend the Software Architecture Superstream: Mastering Your Microservices Stack (May 19) Attend Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford) Watch Software Architecture Superstream Series: Domain-Driven Design and Event-Driven Microservices (recorded Superstream event, 3h 29m)
    Note: Online resource; Title from title screen (viewed April 1, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 25
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    Online Resource
    The Complete Ethical Hacking Bootcamp : Beginner To Advanced (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077989
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 hr., 12 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Develop your penetration testing skills and secure your computer systems and networks in the real world About This Video Become familiar with the concepts of networking, ethical hacking, and penetration testing Gain a good understanding of the Linux OS and Linux commands Learn how to write flawless penetration testing scripts in Python In Detail Are you looking to pursue a career in cybersecurity and want to master the art of penetration testing? You’ve come to the right place. With this carefully tailored and structured video course, you’ll grasp the basic and advanced topics of penetration testing with ease. The course starts by taking you through the process of setting up a penetration testing lab. Next, you’ll become familiar with the Linux OS and Linux commands and explore the basic concepts of TCP/IP and the OSI model. Moving along, you’ll learn how to gather information about computer systems and networks passively and actively and use the Metasploit tool to perform privilege escalation. Next, you’ll perform web application pen testing and learn modern techniques to exploit common web application vulnerabilities such as SQL injection, XSS, CSRF, and command injection. You’ll also learn how to perform wireless network pen testing to crack Wi-Fi passwords using Aircrack-ng, capturing packets, traffic sniffing, and Hashcat. Towards the end, you’ll grasp the fundamentals of Python programming and develop offensive Python tools for pen testing and automation. By the end of this course, you’ll have developed all the essentials skills needed for ethical hacking and penetration testing.
    Note: Online resource; Title from title screen (viewed March 23, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    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.
    URL: lizenzpflichtig
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  • 27
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    Online Resource
    Meet the Expert : Blockchain Best Practices with John Hargrave and Evan Karnoupakis (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: Bitcoin. Cryptocurrencies. Digital dollars. They’re all built on the world-changing technology known as blockchain. But how do you build a blockchain? In this Meet the Expert with Sir John Hargrave and Evan Karnoupakis, learn best practices for building blockchain projects as you explore real-life case studies from leading blockchain organizations like Ethereum, Binance, Circle, and Cardano. Busy technology leaders, entrepreneurs, and students alike will discover how leading-edge organizations are building blockchain into their businesses—and how to use this knowledge to create your own blockchain success story. Recorded on March 23, 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 23, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 28
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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.
    URL: lizenzpflichtig
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  • 29
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    Online Resource
    How Networks Really Work (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 5 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 7+ Hours of Video Instruction There are many elements to a networking system, including hosts, virtual hosts, routers, virtual routers, routing protocols, discovery protocols, etc. Each protocol and device (whether virtual or physical) is generally studied as an individual “thing.” It is not common to consider all these parts as components of a system that works together to carry traffic through a network. To show how all these components work together to form a complete system, this video course presents a series of walk throughs showing the processing involved in various kinds of network events, and how control planes use those events to build the information needed to carry traffic through a network. One of the foremost internetworking experts, Russ White leverages his decades of experience in building and troubleshooting large scale networks at the likes of Cisco, LinkedIn, and Juniper to present you with a proven methodology that will help you understand why and how networking technologies work. You will learn to consider the specific problems being solved, why specific solutions are chosen, and how solutions relate to one another. In addition to providing a solid overview of many common protocols and solutions, this valuable insight helps you develop the ability to understand why you should make particular implementation decisions and what the tradeoffs are in each situation, enhance your troubleshooting skills by understanding how each technology works and what problems might arise with any solution, and finally to quickly understand new technologies as they are released by relating them to previously developed technologies. The course begins with the discovery of the information a host needs to send traffic and the forwarding process within a network device. The first walk through is simple, but they will build in complexity until traffic carried in an overlay through a hardware optimized forwarding plane is explained. Along the way, the four problems a control plane must solve will be exposed along with the solutions commonly used to solve these problems. After this basic information is covered, more advanced situations will be considered, including network resilience from a control plane perspective and fast reroute techniques. About the Instructor Russ White began working with computers in the mid-1980s, and computer networks in 1990. He has experience in designing, deploying, breaking, and troubleshooting large scale networks...
    Note: Online resource; Title from title screen (viewed March 25, 2021) , Mode of access: World Wide Web.
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    Online Resource
    Architectural Katas, April – May 2021 (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: About Architectural Katas: What could be better than practicing software architecture with your handpicked dream team of architects? Participants in Architectural Katas, moderated by Neal Ford, work together virtually in small groups of their choosing to solve a challenge an actual organization is facing. Everyone gets the chance to practice their craft with a real software architecture problem in a safe and social environment, and the finalists and winners earn well-deserved bragging rights (not to mention an intriguing line on their résumé). Plus a selected organization working for social good will have some of its gnarliest software architecture problems solved. What you'll learn-and how you can apply it Identify and design architectural components Explore techniques to analyze and select the right architecture patterns Learn how to diagram and document an architectural solution Develop better communication skills to champion architecture decisions to developers and stakeholders This training 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're responsible for creating a software architecture for your company, and you want to practice with a real-world challenge. Prerequisites Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Building Microservices , second edition (book) Read Building Evolutionary Architectures (book) Read Building Event-Driven Microservices (book)
    Note: Online resource; Title from title screen (viewed April 21, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 31
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    Online Resource
    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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    Strata Data Superstream Series : Creating Data-Intensive Applications (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: As the scale of data continues to grow (alongside an ever expanding ecosystem of tools to work with it), developing successful applications is an increasingly challenging proposition—and a necessity. At each stage of the process, from architecting to processing and storing data to deployment, there are a range of aspects to consider. Things like scalability, consistency, reliability, efficiency, and maintainability. It can be hard to figure out the right way forward. In this event, you’ll gain insight into design and engineering best practices through interactive sessions and live coding demos. Join us to learn how to make the right decisions for your applications. About the Strata Data Superstream Series: This four-part series of half-day online events gives attendees an overarching perspective of key topics that will help your organization maximize the business impact of your data. What you'll learn-and how you can apply it Learn how to build, scale, and test robust data pipelines Get an overview of next-generation technologies for developing underlying data architectures Explore design considerations to make your applications successful and reliable Understand how to ask the right questions when developing ethical data products This Superstream is for you if... You need to know the latest trends in data workflows, techniques, and tools. You want to improve the scalability, reliability, security, and maintainability of your applications. You want to better understand the systems you already use and the distributed systems on which modern databases are built. You want to learn the best ways to integrate data governance and ethical data practices into your applications. Prerequisites Come with your questions Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Designing Data-Intensive Applications (book)
    Note: Online resource; Title from title screen (viewed May 4, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    Effective Python Exceptions (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Python exceptions are exceptional at helping your program take decisions. It is natural to feel the urge to catch them all and ignore them. But powerful programs can be created by learning how to leverage them in order to make robust scripts and take your coding skills to the next level. In this video, I cover several techniques that will help you improve your exception handling. Topics include: * Create a script that uses exception poorly, and then improve it * Slowly clean up broad catching exceptions to improve the script * Learn how to produce better errors from exceptions * Leverage other tools like logging to produce meaningful errors and tracebacks while keeping messages clean Follow along the repository to continue using more examples: https://github.com/alfredodeza/exceptions/
    Note: Online resource; Title from title screen (viewed April 22, 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.
    URL: lizenzpflichtig
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    Spring Boot Essentials (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801070737
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Leverage the rich Spring ecosystem to create complex and secure applications with Spring Boot About This Video Create and publish Spring Boot projects Examine existing Spring Boot projects and troubleshoot issues Create projects out of various technologies using starter dependencies In Detail Spring Boot provides some impressive features to simplify writing your code, and does so with minimal effort. It is the fastest way to get a Spring application up and running with the fewest lines of code and the least configuration. It aims to make development easy so that you can create production-grade applications and services. This course begins by helping you configure Spring Boot, then shows you a practical implementation of its various features. Then, you will work on running and debugging Spring Boot apps in the IDE. Following that, you’ll learn the foundations of the Spring Boot platform and understand its operations. Afterwards, you’ll understand layered architecture basics and how Spring Boot lets us create layered applications built on top of Spring. You’ll also see how autoconfiguration works and understand how to use it and troubleshoot it where required. Finally, you’ll be injecting properties into Spring-managed beans and publishing Spring events to ApplicationListeners. By the end of the course, you will get hands-on knowledge of running and debugging Spring Boot applications in the IDE. You will also be able to publish these applications on a website.
    Note: Online resource; Title from title screen (viewed April 27, 2021) , Mode of access: World Wide Web.
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    Servlets and JSP Tutorial for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801076609
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Enter the world of J2EE by learning servlets and JSP technologies the easy way About This Video Gain knowledge about servlets and JSPs to enter the world of JavaEE Understand JSP action elements and create custom tags Understand socket communication through TCP/IP, UDP, broadcasting, and more through examples In Detail Servlets and JSP are the backbone of all modern-day web applications. In this course, we will start by talking about some network components and understand the basics of networking with simple real-world examples. And then, we will jump into some good examples on network programming. Here, we will take examples of socket communication through TCP/IP, UDP, Broadcasting, Multicasting, and many more examples. By now, you will have gained foundational knowledge to explore servlets and JSPs and to enter the world of JavaEE. Learning about servlets and JSP lays a great foundation for learning all modern-day frameworks. This course is almost like a prerequisite to learning modern-day Java frameworks as they internally rely on these technologies. This course will surely make your Java journey smooth without any glitches. We will start by talking about the basics of servlets and JSP with some good example programs and cover everything that you need to know on servlet and JSP technologies.
    Note: Online resource; Title from title screen (viewed April 28, 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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    Open Source Software Superstream Series : Go—Generics, Modules, and the Future of Open Source Go Programming (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Go is now over a decade old, but that doesn’t mean it’s showing its age. As open source projects across industries have adopted Go, the language has continued to grow and change to meet their needs. Recent and forthcoming additions to the language, such as generics and modules, will alter Go programming dramatically. What do these developments mean for adoption? (Why, for example, is Go the language chosen by so many CNCF projects?) And what features do expert Go developers see as the backbone of the future of programming? Join us to hear expert insight into how the Go language is changing open source development, what makes it right for so many open source projects, and how developers can use Go’s unique new features to build secure, reliable, and efficient applications. About the OSCON Superstream Series: Each day in the four-part OSCON Superstream Series covers a different programming language and its ecosystem, with unique sessions including keynotes from language luminaries, debates on controversial topics, and hands-on coding talks. And they’re packed with insights from innovators and the latest tools and technologies to help you stay ahead of it all. What you'll learn-and how you can apply it Learn how best to approach using generics in Go code Discover how to extend Go applications Understand techniques for working in someone else’s codebase Find out what to do when concurrency goes wrong in your Go applications This Superstream is for you because... You’re a Go developer who wants to learn how newer features such as generics will affect your code and applications. You’re a software developer interested in learning more about Go as a language for developing tools, web services, or working with distributed systems. You’re an engineer, developer, or DevOps specialist looking to understand how Go is shaping observability and container management. Prerequisites Come with your questions Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Take Introduction to the Go Programming Language (live online training course with Jay McGavren) Explore Understand Go (expert playlist by Jay McGavren) Read Head First Go (book) Read Concurrency in Go (book) Read Learning Go (early release book) Read Cloud Native Go (early release book) Read The Go Programming Language (book) Play in the interactive Go Sandbox
    Note: Online resource; Title from title screen (viewed April 29, 2021) , Mode of access: World Wide Web.
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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.
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    Meet the Expert : Jim Kalbach on New Directions in Mapping Experiences (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: Over the past decade, mapping experiences—a design and marketing technique that attempts to capture an experience in a diagram—has entered the mainstream. Stakeholders are now asking for things like customer journey maps by name, even if they don’t know exactly what they’re requesting. To keep up with demand, the field, along with associated areas such as experience design, service design, and customer experience management, is maturing quickly, bringing with it a number of necessary changes. Join us for this edition of Meet the Expert with Jim Kalbach. You’ll get an overview of experience mapping fundamentals and explore five trends shaping the field today: facilitation as a core part of mapping, increased focus on multichannel experiences, the rise of mapping as a management activity, the inclusion of employee experience, and the application of experience mapping outside of commercial settings. What you’ll learn and how you can apply it By the end of this live show, you’ll better understand: Core concepts in mapping experiences Key trends and changes to the field The future outlook and where the field might be heading 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 stay current in new skills related to customer journey mapping, service blueprinting, and similar techniques. Recommended follow-up: Read Mapping Experiences , second edition (book), especially chapter 11, “ Customer Journey Maps ” Read Rapid Techniques for Mapping Experiences (report)
    Note: Online resource; Title from title screen (viewed June 2, 2021) , Mode of access: World Wide Web.
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    Django with JavaScript and Ajax (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801816199
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Enter the world of Django with JavaScript and Ajax About This Video Learn all the essential concepts of Django Learn the first DOM manipulation and first Ajax call Understand the CRUD app and learn to create posts with Ajax In Detail Learn how to create improved Django web applications using JavaScript, Ajax, and Bootstrap 5 by taking this unique and complete course. In this course, we will create a nice-looking CRUD application, learning step by step how to implement the concepts mentioned above in order to bring user experience to the next level. After completion, you will have enough knowledge to create your own applications based on what you’ve learned or improve the existing ones. This isn’t a course that will just teach you how to do certain things in your code, but rather, it will teach you how to think in a way to complete your own tasks, which later will bring you to accomplishing your personal goals. By the way, it’s worth mentioning that if you are thinking to learn and discover popular modern frameworks such as ReactJS, AngularJS, or Vue JS, it’s a good idea to learn the basic concepts behind using vanilla JavaScript and Ajax in your web applications. By the end of the course, you will learn how to create beautiful apps combining JS with Python’s most famous web framework.
    Note: Online resource; Title from title screen (viewed May 28, 2021) , Mode of access: World Wide Web.
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    Continuous Compliance, Encryption, and Security on AWS (The DevSecOps Series on AWS) (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 hr., 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Overview Continuous Compliance, Encryption, and Security on AWS is a series of video courses that will help you use AWS services to define compliance and encryption as code, and to create an end-to-end continuous security solution. These services include AWS Config Rules, Amazon EventBridge Rules, AWS CloudFormation, AWS CodePipeline, AWS Lambda, AWS Key Management Service, AWS CodeCommit, AWS CodeBuild, AWS Step Functions, AWS Organizations, AWS Security Hub, Amazon GuardDuty, Amazon Inspector, AWS Secrets Manager, Amazon VPC, Amazon Macie, AWS Audit Manager, and many others. You will learn how to use a combination of these tools to prevent, detect, encrypt, and remediate noncompliant resources in your software systems. The videos in this series will also help you apply design principles for security and build continuous security solutions. Paul Duvall has multiple AWS certifications including AWS Certified Security - Specialty. He has architected, implemented, and managed software and systems solutions for more than 20 years. Throughout the series, you will have the opportunity to work along with Paul as he demonstrates how to automate the provisioning, encryption and security of these services, and how to include them as part of a deployment pipeline using AWS CloudFormation and AWS CodePipeline. Courses include Continuous Compliance on AWS (The DevSecOps on AWS Series) LiveLessons (Video Training) Continuous Encryption on AWS (The DevSecOps on AWS Series) LiveLessons (Video Training) Continuous Security on AWS (The DevSecOps on AWS Series) LiveLessons (Video Training) Skill Level Intermediate to Advanced Learn How To Apply key compliance, encryption, and security concepts on AWS. Use AWS services and tools to automate compliance, encryption, and security into your software delivery process. Who Should Take This Course Software developers and security and compliance professionals who want to integrate compliance, encryption, and security into every facet of the software development and delivery process. Professionals with a working knowledge of AWS and programming experience who want to make compliance, encryption, and security ubiquitous across their systems. Course Requirements Working knowledge of AWS (for example, 1-2+ years working with AWS). Knowledge of AWS CloudFormation. Practical experience with high-level programming experience, such as Python, Java, Node.js, etc. is helpful. About the Author Paul Duvall was a founder and CTO of ...
    Note: Online resource; Title from title screen (viewed June 8, 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.
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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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    Mastering Probability and Statistics in Python (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801075091
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: A comprehensive course that teaches you the concepts and methodologies of statistics and probability with data science. About This Video Easy explanations, yet complete and comprehensive course Fundamental, pythonic, and a complete course to master the important concepts used in data science Practical with live coding of the implementation of the concepts learned theoretically In Detail In today's ultra-competitive business universe, probability and statistics are the most important fields of study. That is because statistical research presents businesses with the data they need to make informed decisions in every business area, whether it is market research, product development, product launch timing, customer data analysis, sales forecast, or employee performance. But why do you need to master probability and statistics in Python? The answer is that an expert grip on the concepts of statistics and probability with data science will enable you to take your career to the next level. This course is designed carefully to reflect the most in-demand skills that will help you in understanding the concepts and methodology with regard to Python. The course is as follows: Easy to understand Expressive Comprehensive Practical with live coding About establishing links between probability and machine learning By the end of this course, you will be able to relate the concepts and theories in machine learning with probabilistic reasoning and understand the methodology of statistics and probability with data science, using real datasets.
    Note: Online resource; Title from title screen (viewed June 28, 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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    Meet the Expert : Practical App Modernization Solutions for Federal Agencies and Contractors with Stephen Hillier and Paul Deakin (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sponsored by F5 Tight budgets, growing cybersecurity concerns, and the challenge of maintaining legacy applications and infrastructures are overloading traditional IT resources in federal agencies. As a result, the legacy applications these agencies have relied on to support their missions and operations can no longer fully support the business requirements of innovation, agility, and efficiency. Something has to change, but what are the best ways forward? Join us for this edition of Meet the Expert with Stephen Hillier and Paul Deakin, IT experts with deep experience working with federal governments. They’ll discuss the latest app modernization trends—and how government agencies might put some of them into practice. You’ll learn how agencies are taking new approaches related to the migration of legacy application (optimizing container management and automating app delivery, for instance); gain practical advice on how to best integrate new functionality (like how to best manage and secure APIs in modern digital experiences); and explore the latest security methodologies and processes associated with evolving app development and modernization vulnerabilities (in other words, DevSecOps). What you’ll learn and how you can apply it Understand how to best approach migrating your legacy applications to modern infrastructure Learn how to integrate new functionality, like managing and securing APIs Explore the latest security methodologies and processes This course is for you because… You want to better understand how to address legacy applications that can no longer support your business requirements. You want to learn about the fundamental shifts that are transforming the business landscape and customer needs. Recommended follow-up: Read Software Engineering at Google (book) Read Seriously Good Software (book)
    Note: Online resource; Title from title screen (viewed July 22, 2021) , Mode of access: World Wide Web.
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    Open Source Software Superstream Series : Java (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Java’s been around for over a quarter of a century now, but it remains dominant in the world of programming due to its portability, speed, and security. Yet with today’s increased reliance on cloud computing and distributed systems, the language must keep changing to keep pace. In this Superstream event, Java Champions and other experts offer perspectives on topics from concurrency to functional programming, giving insight into how Java is keeping up with the cloud and beyond.
    Note: Online resource; Title from title screen (viewed July 29, 2021) , Mode of access: World Wide Web.
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    Learn Tableau and Ace the Tableau Desktop Certified Associate Exam (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801813235
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn Tableau and crack the Tableau Desktop Certified Associate Exam with detailed video tutorials, exam notes PDF, tips and tricks, and a full practice test along with solutions. About This Video Learn Tableau from scratch to ace the Tableau Desktop Certified Associate exam Study guide PDF provided to revise the concepts Exam tips and tricks with a dedicated section for exam tips In Detail This course is designed by considering the fact that you are an absolute beginner, and you’ll be taught even the most basic concepts in Tableau from scratch so that after completing this course, you will be able to create rich visualizations easily and confidently. It will help you prepare and clear your Tableau Desktop Certified Associate exam. In this course, you will find practice tests designed by keeping the current exam format in mind; you will find similar kinds of questions in the exam. We will also show you how to solve the questions in a faster way and all the detailed solutions are provided for the hands-on questions. This course starts with the basic concepts of Tableau to refresh your knowledge. Then, you will look at field and chart types, and how to organize and simplify data. You will then move on to execute calculations, mapping, and analytics. After that, dashboards and data connection will be covered. Following that, you will go through exam tips and tricks. Finally, you will be looking at some practice tests to reinforce your learning. By the end of this course, you will be able to create rich visualizations easily and confidently, and you will be ready to ace your Tableau Desktop Certified Associate exam.
    Note: Online resource; Title from title screen (viewed July 30, 2021) , Mode of access: World Wide Web.
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    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.
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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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    How to Become a Software Developer from Scratch (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801812566
    Language: English
    Pages: 1 online resource (1 video file, approximately 13 hr., 9 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn the basics of software applications and the basics of technologies such as Java, Spring, JavaScript, Git, and Docker. About This Video Most relevant concepts and methodologies for our daily work: scrum, extreme programming, teamwork Learn the basics of technologies that every software developer needs to know A sample enterprise-class web application with a complete source code and business case explanation In Detail Software development is the process of conceiving, specifying, designing, programming, documenting, testing, and bug fixing involved in creating and maintaining applications, frameworks, or other software components. This course is split into 6 modules to help you become a professional developer of enterprise web applications. In the first module, we will start by talking about the IT industry in general. In the second module, we will talk about our daily work: how we work in teams and how important teamwork is. In the third module, we will set up a complete local development environment and demonstrate a sample enterprise-class web application—all to give you an impression of what it looks like. In the fourth module, we will have an introduction to the most essential technologies: programming in Java, Spring enterprise framework, front-end development (JavaScript and Angular), version control systems, databases, networks, and infrastructure. In the fifth module, we will go through a couple of more advanced topics, to inspire you and to give you a strong foundation to further develop your skills. We will finish this course with some practical tips about job interviews, sample tasks that you might expect on your first day at a new job, and a couple of learning tips.
    Note: Online resource; Title from title screen (viewed July 28, 2021) , Mode of access: World Wide Web.
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    Creating an Unresourced Project with Oracle Primavera P6 PPM (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803242873
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This course covers Primavera P6 Version 8 to Version 20 and explains the differences between the versions About This Video Workshop on navigating around the windows, creating your project, and maintaining the calendars Workshop on creating the Work Breakdown Structure, adding activities, and formatting the bar chart Workshop on adding relationships, scheduling calculations and activity network view, and constraints In Detail Primavera is an enterprise project portfolio management software. It includes project management, scheduling, risk analysis, opportunity management, resource management, and collaboration and control capabilities, and integrates with other enterprise software such as Oracle and SAP's ERP systems. This course aims to teach students the user interface and how to plan projects without resources on Oracle Primavera Project Manager P6 PPM Professional tool. You will start with getting introduced to Oracle Primavera Project Manager P6 PPM Professional. Then, you will understand how to create a new project and plan it simultaneously in the Primavera tool. You will also define calendars and create a Primavera Project WBS (Work Breakdown Structure). You will then learn about adding activities and organizing under the Work Breakdown Structure. Post that, you will be formatting the display and adding relationships. Finally, you will look at the activity network view and constraints in detail. By the end of the course, you will successfully learn planning without resources using the Primavera Project Manager P6 PPM Professional tool.
    Note: Online resource; Title from title screen (viewed July 28, 2021) , Mode of access: World Wide Web.
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    AWS Certified SysOps Administrator - Associate (SOA-C02) (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 33 min.)
    Edition: 1st edition
    Keywords: Amazon Web Services (Firm) Study guides Examinations ; Cloud computing Study guides Examinations ; Web services Study guides Examinations ; Electronic data processing personnel Certification ; Computer technicians Certification ; Electronic videos ; local ; Amazon Web Services (Firm) ; Infonuagique ; Examens ; Guides de l'étudiant ; Services Web ; Examens ; Guides de l'étudiant ; Computer technicians ; Certification ; Electronic data processing personnel ; Certification ; Examinations ; examination study guides ; Study guides ; Study guides ; Guides de l'étudiant
    Abstract: 10.5 Hours of Video Instruction Description Ten and half hours of video instruction and test-taking strategies for the topics covered by the AWS Certified SysOps Administrator - Associate exam. Overview AWS Certified SysOps Administrator - Associate (SOA-C02) Complete Video Course will give you the edge you need to take the AWS Certified SysOps Administrator exam. In this video instruction, you will get targeted training on the topics covered in Amazon’s AWS Certified SysOps Administrator - Associate exam. This training course is designed to walk you through the topics covered in the exam so you have the knowledge you need to pass the test. The training follows the exam question domains with specific content to maximize chances of achieving certification. The author, Chad Smith, an experienced AWS Architect and SysOps Administrator, will share his extensive knowledge of the AWS Certified SysOps Administrator - Associate materials so you are prepared and confident on test day. In addition to covering all objectives in the exam, this title provides hands-on demos throughout so you can see AWS in action and also get a feel for the interactive questions on the exam. You will also find a question breakdown at the end of each lesson so you can practice your knowledge as you work your way through the course. AWS Certifications are among the most sought-after in the Technology sector, and the certification exams cover a wide range of services, technologies, and implementation patterns. Topics include AWS SysOps Exam Basics Monitoring, Logging and Retention Reliability and Business Continuity Deployment, Provisioning and Automation Security and Compliance Networking and Content Delivery Cost and Performance Optimization About the Instructor Chad Smith has worked in IT for 25 years, starting out as a Linux administrator, progressing through operations, network and security in various roles. He is now the Principal Cloud Architect at Brightkey.cloud. Chad is a Certified Architect for both Amazon Web Services and Google Cloud Platform. He brings a wealth of personal experience in cloud adoption, infrastructure design, cloud operations and cloud security. He holds current AWS certifications in Architecture, SysOps, Security, Networking and Databases, as well as Google Professional Cloud Architect and Associate Cloud Engineer credentials. You can follow Chad here: Twitter: brightkey_cloud LinkedIn: https://www.linkedin.com/in/chadsmith1973/ Professional B...
    Note: Online resource; Title from title screen (viewed July 26, 2021) , Mode of access: World Wide Web.
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    MLOPs Foundations : Chapter 2 Walkthrough of 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., 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the foundations of MLOPs Topics include: * Linux and Bash * AWS Cloud9 and AWS Cloud Shell and other Cloud Topics * The intuition behind MLOps techniques: optimization, gradient descent and data science.
    Note: Online resource; Title from title screen (viewed August 7, 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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    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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    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.
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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.
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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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    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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    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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    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.
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    Ruthless Web Scraping for Data Science (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to ruthlessly scrape data using APIs you discover as well as cut and paste. Topics include: * Business Analytics * Data Science * Google Colab * Jupyter * Scraping * Cut and Paste * Google Sheets * Cleaning Data * Using Pandas with found data * Using the Twitter and Pandas API
    Note: Online resource; Title from title screen (viewed September 4, 2021) , Mode of access: World Wide Web.
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    HBR's 10 Must Reads on Leading Digital Transformation (2021)
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    Details
    ISBN: 9781663715814
    Language: English
    Pages: 1 online resource (22942 pages)
    Edition: 1st edition
    DDC: 658.4038
    Keywords: Audiobooks ; Audiobooks ; Livres audio ; Audiobooks
    Abstract: Become a digital-first organization. If you read (or listen) to nothing else on leading digital transformation, listen to these ten articles. We've combed through hundreds of Harvard Business Review articles and selected the most important ones to help revitalize your offerings and processes, stay ahead of disruptors and technology shifts, and manage the necessary cultural change. This book will inspire you to: minimize disruption while transforming your company; manage the cultural change of adopting new technologies; practice discovery-driven transformation; develop digital intelligence in your workforce; compete in the age of AI; make big changes with an incremental approach; and understand when radical change is needed-and when it isn't.
    Note: Online resource; Title from title page (viewed September 7, 2021) , Mode of access: World Wide Web.
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    Corporations Compassion Culture (2021)
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    Details
    ISBN: 9781663714015
    Language: English
    Pages: 1 online resource (44611 pages)
    Edition: 1st edition
    DDC: 658.3008
    Keywords: Audiobooks ; Audiobooks ; Livres audio ; Audiobooks
    Abstract: The manner in which corporations are run globally is over. The author examines how corporations worldwide have failed when it comes to inclusion and gender equality and provides ideas on how businesses can address these issues. This book will discuss the following: - Identify behaviors to avoid, including dangerous activities pre-Covid-19 corporate America was already presenting to employees' well-being and productivity. Lack of inclusion, gender inequity, and overall lack of compassion were destroying workers' quality of service and robbing employees of purpose. Listeners learn how to dismantle practices that jeopardize corporations' very survival. - Learn and adopt approaches exhibiting the new, better corporate America that enriches employees and provides profits to businesses. - Create strategies for integrating inclusion, gender equity, and compassion into businesses in a way that enriches society, employees, and the corporate entities themselves. - Measure and continuously evolve culture promoting risk mitigation, reputation preservation, employee retention, customer satisfaction, and profit generation. Each concept discussed ties back into practicing and improving these elements.
    Note: Online resource; Title from title page (viewed June 22, 2021) , Mode of access: World Wide Web.
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    Beyond Collaboration Overload (2021)
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    Details
    ISBN: 9781663715999
    Language: English
    Pages: 1 online resource (25377 pages)
    Edition: 1st edition
    DDC: 650.1/3
    Keywords: Audiobooks ; Audiobooks ; Livres audio ; Audiobooks
    Abstract: Companies have no idea if collaboration benefits corporate performance, individual productivity, or employee well-being. Collaboration, that seemingly Good Thing all companies encourage, is creating an epidemic of overload and burnout. It crushes our vitality and well-being, prevents us from being innovative, and blocks our companies from being the most successful organizations they could be. To some this is surprising. It's assumed that it's always better to collaborate more-and faster. But the toll of all this collaboration is far more severe than companies know. So, what can be done? Using network analysis, Rob Cross has found the answer to collaborative overload: Precision collaboration. This step-by-step guide will show you the practices that the best collaborators prevent overload from derailing their careers and, often, their lives, including: mobilizing a broad network, creating "pull" by drawing people and ideas to you, and engaging in renewal activities to promote well-being. Precision collaborators create enormous impact through their networks while, amazingly, spending the least amount of time on collaborative tasks. You can do it, too. And by applying these collaborators' best practices, you can reclaim a whopping 18 percent to 24 percent of your time-a workday every week-to reinvest in activities that contribute to your success and your overall well-being.
    Note: Online resource; Title from title page (viewed September 14, 2021) , Mode of access: World Wide Web.
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    Artificial Intelligence for Asset Management and Investment (2021)
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    Details
    ISBN: 9781469080369
    Language: English
    Pages: 1 online resource (36183 pages)
    Edition: 1st edition
    DDC: 332.640285
    Keywords: Artificial intelligence Financial applications ; Investments ; Audiobooks ; Investments ; Audiobooks ; Intelligence artificielle ; Applications financières ; Investissements ; Investments ; Artificial intelligence ; Financial applications ; Livres audio ; Audiobooks ; Downloadable audio books ; Audiobooks ; Audiobooks ; Livres audio
    Abstract: The rise of artificial intelligence is nothing short of a technological revolution. AI is poised to completely transform asset management and investment banking, yet its current application within the financial sector is limited and fragmented. Existing AI implementations tend to solve very narrow business issues, rather than serving as a powerful tech framework for next-generation finance. Artificial Intelligence for Asset Management and Investment provides a strategic viewpoint on how AI can be comprehensively integrated within investment finance. No other book on the market takes such a wide-ranging approach to using AI in asset management. With this guide, you'll be able to build an asset management firm from the ground up-or revolutionize your existing firm-using artificial intelligence as the cornerstone and foundation. This is a must, because AI is quickly growing to be the single competitive factor for financial firms. With better AI comes better results. Until now, it has been prohibitively difficult to map the high-tech world of AI onto complex and ever-changing financial markets. Artificial Intelligence for Asset Management and Investment makes this difficulty a thing of the past, providing you with a professional and accessible framework for setting up and running artificial intelligence in your financial operations.
    Note: Online resource; Title from title page (viewed March 30, 2021) , Mode of access: World Wide Web.
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    System Design Fundamentals (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 3 Hours of Video Instruction Learn software design from the legendary architect Juval Löwy. Over the past 20 years, Juval has led the industry in architecture and project design. Some of his ideas, such as microservices, serve as the foundation of software design and development. In this dense LiveLessons video Juval Löwy explains his approach to system analysis and design, using volatility to decompose a system into its comprising services. Juval contrasts it with the most common mistake done in architecture, using functionality to identify services. This engaging video discusses both what not to do and how to correctly define the architecture of software systems. The objective is to future proof your system and make it drastically easier to develop and maintain. About the Instructor Juval Löwy , founder of IDesign, is a master software architect specializing in system and project design. He has helped countless companies around the world deliver quality software on schedule and on budget. Recognized by Microsoft as one of the world’s top experts and industry leaders, he participated in internal strategic design reviews for C#, WCF, and related technologies, and was named a “Software Legend.” He has published several best-sellers and numerous articles on almost every aspect of modern software development. Löwy speaks frequently at major international software development conferences and conducts Master Classes around the world, teaching thousands of professionals the skills required of modern software architects and how to take an active role as design, process, and technology leaders. Skill Level Intermediate What You Will Learn You will learn how to overcome the real hurdles architects face and learn simple and practical techniques for identifying, and a structured approach for defining, the components of the architecture. Who Should Take This Course? Any software architect or developers transitioning to the role of architects will benefit greatly from this session. Project managers can see what they need to look for in architects. 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: Addison-Wesley, Cisco Press, Pearson IT Certification, Sams, and Que. Topics include...
    Note: Online resource; Title from title screen (viewed February 8, 2021) , Mode of access: World Wide Web.
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    Getting Started with Databricks : Tools for Understanding Massive Data Sets (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484269190
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A hit-the-ground-running introduction to the expansive world of understanding your data. If you fail to understand what all the hoopla is around data analytics, but you know you need to jump in somewhere, this video is for you. Learning a handful of techniques you’ll get started with turning great quantities of data into useful information that can help you better understand your own world of data. This video is a user-friendly entry point that teaches you how to use machine learning algorithms to move from the trenches of data to making informed data-driven decisions. It begins with a brief introduction to data analysis and guidance on how to set up a development environment in Databricks. From there you will investigate data using popular tools such as SQL and Python on top of Apache Spark. From there you will move on to learning how to clean up data and prepare it for use in a machine-learning algorithm. The final segment offer guidance for presenting the results visually. What You Will Learn Investigate small and large datasets using SQL and Python Clean and prepare data for advanced analytics Run machine learning algorithms Show data results using visualizations Who This Video Is For People who work with data, including analysts, data engineers, data scientists, and the data curious. Basic knowledge about the data field is assumed, but no special skills are needed.
    Note: Online resource; Title from title screen (viewed January 19, 2021) , Mode of access: World Wide Web.
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    Software Architecture Superstream Series : Architecture Meets Data (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | 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: With an eye to the future, many organizations have made the move to microservices as a means of decomposing monolithic legacy systems. But what does this move mean for delivering data? Join us to discover how understanding the intersection of software architecture and data can help you achieve new levels of velocity, agility, reliability, and efficiency. If you’re looking for ways to manage data as a software architect or developer, these sessions will help you learn what’s involved so you can chart a course toward a successful solution. About the Software Architecture Superstream Series: This six-part series of half-day online events focuses on the hottest topics in software architecture, giving you the insights to keep pace with what’s next while still accommodating legacy needs. Both seasoned software architects and those looking to break into the field will learn new skills and the latest information on the tools and technologies they need to succeed. What you'll learn-and how you can apply it Explore the intersection of software architecture and data Understand how and when to decompose monolithic data Learn how to apply evolutionary practices to databases and how to apply database refactoring patterns to evolve the database design See what’s coming next with data mesh, the next-generation analytical data platform This Superstream is for you because... You’re a developer or architect who wants to understand the intersection of architecture and data. You’re currently looking for ways to deliver data to support your businesses goals. You want to become well-versed in the foundations and best practices of software architecture and data. Prerequisites: Come with your questions Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: 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 January 25, 2021) , Mode of access: World Wide Web.
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    Dive Into Ansible - From Beginner to Expert in Ansible (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801076937
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Leverage the power of Ansible to manage your IT infrastructure and multi-tier deployments smoothly About This Video Gain a solid understanding of Ansible modules and playbooks Understand YAML syntaxes Learn how to use Ansible with Amazon Web Services (AWS) and Docker In Detail Ansible is a simple IT automation engine that automates cloud provisioning, configuration management, application deployment, intra-service orchestration, and many other IT needs. Designed for multi-tier deployments from day one, Ansible models IT infrastructure by describing how all the systems interrelate, rather than just managing one system at a time. This course will guide you through multiple topics to make you understand and master Ansible. The course starts with the learning objectives and introduces you to Ansible. Next, you will learn how to set up the environment by installing the Ansible lab, Docker, and configuring the Secure Shell (SSH) connectivity between hosts. Moving along, you will study the architecture, modules, playbooks, and YAML Ain’t Markup Language (YAML) syntaxes used in Ansible. Next, you will learn how to structure advanced Ansible playbooks and uncover techniques to use Ansible with cloud services and containers. Towards the end, you will learn how to use Ansible for validation, testing, and troubleshooting. By the end of this course, you will have mastered the basic and advanced concepts of the Ansible and will have developed the skills needed to work on real-world Ansible projects.
    Note: Online resource; Title from title screen (viewed January 29, 2021) , Mode of access: World Wide Web.
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    Github Actions and GitOps 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 1 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Github and Github Actions in this introductory video to GitOps concepts, by building a container, setting some Github Actions to prevent problems, and finally, push to DockerHub in a fully automated way. These concepts are critical to get automation best-practices in place with Github. Particularly useful when collaborating with others and trying to run automated checks on Dockerfiles and git repos. Topics include: * Create a new Github repository * Enable Github Actions checks and steps for a new repository. * Find a Github Action to lint and check a Dockerfile to prevent issues before merging on pull requests. * Add Github Secrets and reuse them in a Github Action * Validate that a container builds correctly, and automatically push to dockerhub
    Note: Online resource; Title from title screen (viewed February 12, 2021) , Mode of access: World Wide Web.
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    Building Linux Servers : DHCP, DNS, and Directory Services (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 39 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. Building Linux Servers: DHCP, DNS, and Directory Services LiveLessons
    Note: Online resource; Title from title screen (viewed February 11, 2021) , Mode of access: World Wide Web.
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    Cisco Certified DevNet Associate DEVASC 200-901 (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 hr., 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 15+ Hours of Video Instruction The Cisco Certified DevNet Associate DEVASC 200-901 Complete Video Course correlates directly to the DEVASC 200-901 exam blueprint, which lays out the skills needed to operate within the current world of infrastructure automation and programmability, while also preparing them for a successful exam experience. The Cisco Certified DevNet Associate DEVASC 200-901 Complete Video Course is designed to allow people from both a networking and programming background to jump right in. Each of the 31 lessons directly maps to the exam blueprint and covers the core technologies and concepts needed for exam success. In addition, many of the labs and demonstrations will show you simple and practical uses of infrastructure programmability techniques. Whether you are preparing for the DEVASC 200-901 exam, or simply looking to expand your understanding of concepts and strategies for operating your infrastructure effectively in the ever-changing digital landscape, this course will provide practical tools and techniques to support your career and exam aspirations. Through theory overviews and hands-on demonstrations, Chris Jackson explains both the basics and intricacies of automation and programmability in an easy to understand way. Topics include: Module 1: Software Development and Design Module 2: Python Fundamentals for DEVASC Module 3: Understanding and Using APIs Module 4: Application Deployment and Security Module 5: Network Fundamentals Module 6: Infrastructure and Automation Module 7: Developing on Cisco Platforms About the Instructor Chris Jackson , CCIEx2 (RS, SEC) #6256, is a Distinguished Architect working in the Cisco Global Strategy Organization. He is also the author of Network Security Auditing (CiscoPress, 2010), CCNA Cloud CLDADM 210-455 Official Cert Guide (CiscoPress, 2016), and Cisco Certified DevNet Associate DEVASC 200-901 Official Cert Guide (CiscoPress, 2020). Chris is focused on DevOps, Security, Automation, Cloud, and helping Cisco and customers better leverage the business transformational aspects these technologies provide. He holds dual CCIEs in security and routing and switching, CISA, CISSP, ITIL v3, seven SANS certifications, and a bachelor's degree in business administration. Skill Level Beginner/Intermediate Learn How To Program Cisco infrastructure devices Implement DevOps automation Create a more agile and flexible IT environment Study and prepare for DEVASC exam success Who Sh...
    Note: Online resource; Title from title screen (viewed March 4, 2021) , Mode of access: World Wide Web.
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    Big Data for Architects (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801075596
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Get to grips with big data technologies and work on real-world big data projects confidently About This Video Get a holistic picture of the big data ecosystem Become an expert in choosing big data technology as per the requirements Get ready to build end-to-end big data batch and streaming pipelines In Detail Do you want a guide that will help you to pick the right big data technology for your project? Or do you want to get a solid understanding of the big data architecture and pipelines? This course will help you out. After highlighting the course structure and learning objectives, the course will take you through the steps needed for setting up the environment. Next, you will understand the big data logical architecture, study the evolution of big data technologies, and explore big data pipelines. Moving along, you will become familiar with ingestion frameworks, such as Kafka, Flume, Nifi, and Sqoop. Next, you will learn about key storage frameworks, such as HDFS, HBase, Kudu, and Cassandra. Finally, you will go through the various data formats and uncover key data processing and data analysis frameworks. By the end of this course, you will have a good understanding of the big data architecture and technologies and will have developed the skills to build real-world big data pipelines.
    Note: Online resource; Title from title screen (viewed January 21, 2021) , Mode of access: World Wide Web.
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    Secure Projects with vulnerability scanning in Github (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with security vulnerability scanning and integrating that with Github, Github Actions and automated security checks in pull requests. Learn how to scan reported vulnerabilities in projects and Docker containers, so that you can publish images to Docker hub or merge pull requests while knowing that changes in dependencies are secure. Topics include: * Install and run locally a security vulnerability scanner * Catalog a project with an SBOM (Software Bill Of Materials) so that the scanner can do vulnerability matching. * Setup a Github Action to automatically scan vulnerabilities in a project and optionally fail a build to prevent a merge. * Scan a Docker container image that is built locally against the latest vulnerabilities, based on any CVE reported publicly
    Note: Online resource; Title from title screen (viewed February 25, 2021) , Mode of access: World Wide Web.
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    Data Story Telling (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to tell stories with Data and then present those conclusions to Business Executives. Learn to use Colab/Jupyter Notebooks to build Data Science notebooks that tell a story. Topics include: * Effects of Intermittent Fasting, Sugar, Wealth and Real Estate Values on society * Visualizing data through Plotly graphs with 3D Interactive Visualizations of KMeans clustering * Using sklearn, pandas, plotly, matplotlib, KMeans clustering, ELI5, shap and other libraries * The role of the Matthew Effect on society. The Github Project is here: https://github.com/noahgift/data-story-telling
    Note: Online resource; Title from title screen (viewed March 13, 2021) , Mode of access: World Wide Web.
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    AWS Fargate for Flask Microservice 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 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use containers to build Microservices on the AWS platform. In this video you walk through building a Flask Microservice using the following AWS tools: * AWS Cloud9 * AWS ECR (Elastic Container Registery) * AWS ECS (AWS Container Service) * AWS Fargate (Container as a Service) Finally, the course builds and deploys a Fargate container that was provisioned to ECR. Follow along with the Github Resource: https://github.com/noahgift/eks-fargate-tutorial
    Note: Online resource; Title from title screen (viewed February 18, 2021) , Mode of access: World Wide Web.
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    Learn Python Command-line tools 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 1 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started building powerful Command-line Tools with Python. From a single file with no dependencies to packaging and publishing your tool on the Python Package Index. Everything you need to know to get up and running quickly to create Python command-line tools. Topics include: * An introduction to Python scripts and Python packaging * Declare dependencies and package your script for installing and sharing. * Use argparse or upgrade to a more powerful framework like Click * Add flags, options and arguments to fine-tune and control your command-line tool
    Note: Online resource; Title from title screen (viewed January 22, 2021) , Mode of access: World Wide Web.
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    The Simplest Guide™ to SAS Programming | Base SAS | Advanced SAS (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077293
    Language: English
    Pages: 1 online resource (1 video file, approximately 11 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: A comprehensive, simple, and visual guide to data analysis using SAS programming, this course is simplified into 4 main areas: data preparation, data structuring, data visualization, and optimizing code using powerful SAS macros. About This Video A guide to the two SAS certification exams: SAS Base and SAS Advanced This course uses the SAS University Edition that is free to download and install on a PC or Mac Quiz and practice tests after each section are included In Detail This course is for absolute beginners as well as advanced users who wish to learn SAS programming. Delivered in a highly visual style, these immersive lectures will equip you with the cutting-edge tool used in many industries, primarily in pharma, finance, and insurance areas. Simplified into just 4 main areas, this course is an accelerated path to learning SAS programming. Data preparation will teach you how to import data from multiple sources, create new variables, write SAS functions, and understand what goes on behind the scenes in SAS datasets. Data structuring will make you leap into transforming data to a new level by merging and joining multiple datasets together, or turning them upside-down (sorting) and sideways (transposing). Data visualization will propel you further into the world of analytics and obtain insightful inferences from what is inside your data. The fourth and final section, Optimizing code, will take you into the world of macro programming that teaches you how to write your code professionally and elegantly. At the end of the course, you will try out most concepts discussed in this course through a coding exercise that will take you through the 4 sections in preparation for your own SAS certification.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
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    The Complete Guide to Android Bug Bounty Penetration Tests (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077774
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the fundamentals of Android hacking and understand the common types of vulnerabilities that exist in Android applications About This Video Learn about dynamic and static analysis Become an expert at finding Android exploits Master popular pen-testing tools In Detail An app is often vulnerable to many attacks. Revealing vulnerabilities in applications and networks, testing cyber defense capabilities, and monitoring penalties are just a few among the many reasons why penetration testing is so important. With this in mind, this course introduces you to an array of tools that will help you test a vulnerable Android app. To identify vulnerability issues, we will use popular tools such as Drozer and the Burp Suite. To decompile the code, you will use tools Dex2Jar and Jadx. However, decompiling the code is not possible for closed third-party apps; in such cases, you will have to reverse-engineer the code, and for this, you will learn how to use the Android Debug Bridge. By the end of the course, you will be able to simulate an attack on any Android application and exploit its vulnerabilities.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
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    Program Management Professional (PgMP) Exam Prep Course (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801078368
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 7 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Prepare for the PgMP certification with this course and take your career in project management to the next level About This Video Gain the skills needed to pass the PgMP certification exam Get a solid understanding of the program management life cycle phases Learn how to plan and manage projects effectively in the real world In Detail The Program Management Professional (PgMP) accreditation from the Project Management Institute (PMI) is the subsequent stage after the Project Management Professional (PMP) certification and addresses the network of professionals who are answerable for the planned management of various undertakings that are in arrangement with authoritative decisions. This course will help you to learn everything that is needed to pass the PgMP Certification exam. The course starts with an overview of the PgMP certification exam. Next, you will cover the basic concepts of program management and learn its life cycle phases. Moving along, you will become familiar with concepts related to program strategy alignment, such as charter, environmental analysis, strategy, and program risk. Next, you will find out the benefits of program management and gain an understanding of program stakeholder engagement. Later, you will become familiar with program governance practices and program life cycle management. Finally, you will explore supporting processes, such as the program definition phase, program delivery phase, and program closure phase. By the end of this course, you will have all the knowledge needed to pass the PgMP certification course.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
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    Performance Optimization for OLAP Workloads in SQL Server : Designing Efficient Processes for Collecting and Managing Large Analytic Data Sets (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484270004
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: ​This video helps you to design databases and processes that can manage millions or billions (or more) rows of data for analytics and reporting. Analytic workloads follow different architectural and query patterns than standard transactional systems, and the associated data stores grow differently over time as compared to online transaction-processing systems. This video covers the purpose, usage, and effects of growth on analytic data stores with a focus on storing the data directly in SQL Server. Topics covered in this video include design issues such as compression and advanced indexing techniques for online analytical processing (OLAP) data. Also covered are performance optimization and efficient query patterns. Watching this video helps you learn to better retrieve data with the ultimate goal of answering organizational questions using your analytics data store. What You Will Learn Understand the nature of OLAP data, its structure, and its usage Store OLAP data natively in SQL Server using best-practice options Minimize resource consumption by compressing your data Enhance query performance through columnstore indexing Scale your OLAP query performance to account for future growth Add new data elements to existing analytic data stores Who This Video Is For For data and analytics professionals who create, manage, and query large analytic data stores. For database professionals who expect to do so in the future, who want to know the options that are available in Microsoft SQL Server.
    Note: Online resource; Title from title screen (viewed February 16, 2021) , Mode of access: World Wide Web.
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    Deep Learning : Recurrent Neural Networks with Python (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801079167
    Language: English
    Pages: 1 online resource (1 video file, approximately 11 hr., 10 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: One-stop shop for understanding and implementing recurrent neural networks with Python About This Video Understand and apply basics fundamentals of recurrent neural networks Implement RNNs and related architectures on real-world datasets Train RNNs for real-world applications—automatic book writer and stock price prediction In Detail With the exponential growth of user-generated data, there is a strong need to move beyond standard neural networks in order to perform tasks such as classification and prediction. Here, architectures such as RNNs, Gated Recurrent Units (GRUs), and Long Short Term Memory (LSTM) are the go-to options. Hence, for any deep learning engineer, mastering RNNs is a top priority. This course begins with the basics and will gradually equip you with not only the theoretical know-how but also the practical skills required to successfully build, train, and implement RNNs. This course contains several exercises on topics such as gradient descents in RNNs, GRUs, LSTM, and so on. This course also introduces you to implementing RNNs using TensorFlow. The course culminates in creating two exciting and realistic projects: creating an automatic book writer and a stock price prediction application. By the end of this course, you will be equipped with all the skills required to confidently use and implement RNNs in your applications.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
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    Certified Kubernetes Administrator (CKA), 2nd Ed (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 11 Hours of Video Instruction Certified Kubernetes Administrator (CKA) Complete Video Course provides 11 hours of video instruction for IT professionals—including IT Administrators, DevOps Engineers, Software Developers, IT Architects, and Hybrid Cloud Administrators—preparing to take the CKA exam, which requires an in-depth knowledge of how to develop, create, manage, store, and troubleshoot Kubernetes applications. Overview Certified Kubernetes Administrator (CKA) Complete Video Course provides 11 hours of video instruction for IT professionals—including IT Administrators, DevOps Engineers, Software Developers, IT Architects, and Hybrid Cloud Administrators—preparing to take the CKA exam, which requires an in-depth knowledge of how to develop, create, manage, store, and troubleshoot Kubernetes applications. The course includes labs, demonstrations, and lightboard explanations by Sander van Vugt, who has presented on dozens of Linux and Kubernetes courses. He introduces containers and Kubernetes, and moves through the process of creation, managing, and storing applications. He provides labs on setting up and managing clusters, and you'll also learn how to troubleshoot Kubernetes applications and cluster nodes. Sander shows how to manage deployments, services, ingress, setting up storage, and walks through key troubleshooting scenarios. He ends the course with a sample exam for the user to practice before taking the real thing. Topics include: Module 1: Getting Started Module 2: Managing Pods and Deployments Module 3: Managing Kubernetes Clusters Module 4: Sample Exam About the Instructor Sander van Vugt has been teaching Linux classes since 1995 and has written more than 60 books about different Linux-related topics, including the best-selling RHCSA-RHCE 7 Cert Guide. Sander is also the author of more than 25 video courses, including Kubernetes Fundamentals . He teaches courses for customers around the world, and is also a regular speaker on major conferences related to open source software. Sander is also the founder of the Living Open Source Foundation, a non-profit organization that teaches open source to talent in different African countries. Skill Level Beginner/Intermediate Learn How To Best prepare to pass the Certified Kubernetes Application Developer (CKA) Exam Create a Kubernetes cluster Manage Pods and Deployments Manage Pod Storage and Networking Work with Ingress Work with the API Add custom resources Manage ...
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
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    ASP.NET Core MVC - Up and Running (.NET 5) (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801071826
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Build and enhance a real-world functional website to explore the world of ASP.NET Core 5 About This Video Gain a solid understanding of the ASP.NET Core 5 MVC framework Build a real-world e-commerce application in ASP.NET Core 5 from scratch Learn all the techniques needed to enhance and scale the existing ASP.NET Core 5 application In Detail If you want to learn why ASP.NET Core is so popular and how to create and enhance a functional business website and get an overview of ASP.NET Core 5 Model View Controller (MVC), this is the perfect course for you. After getting a basic introduction to ASP.Net Core 5, you will start building a real-world website that will display products and receive inquiries from the customers about the products they are interested in. By building this website, you will become familiar with the fundamentals of ASP.Net Core 5, learn how to set up and connect your application to the database, get to grips with scaffold identity concepts, work with MailJet to send emails, and a lot more. You will also learn how to scale an existing project, how to architect a mid to large scale project, and how to process payments correctly. By the end of this course, you will have developed all the essential skills needed to create and scale a functional website using the ASP.Net Core 5 MVC framework.
    Note: Online resource; Title from title screen (viewed January 29, 2021) , Mode of access: World Wide Web.
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    Jenkins CI/CD and Github 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 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Jenkins, Jenkins Pipelines, and Github integration in this introductory video to the most widely used CI/CD platform in the world: Jenkins. Learn how to setup an example repository from Github into Jenkins using the same techniques you would need to scale a massive CI CD production environment. Topics include: * Install and configure Jenkins including plugins like Blue Ocean that enables pipelines * Create a Personal Access Token (PAT) in Github to connect a repository to Jenkins * Setup a trigger to run automated tests for the Github repository using a Jenkinsfile * Add a remote node or slave to the Jenkins master instance via SSH to quickly scale up operations * Validate that the project builds and deploys correctly
    Note: Online resource; Title from title screen (viewed February 18, 2021) , Mode of access: World Wide Web.
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    Meet the Expert : Mark Treveil on MLOps (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: Machine learning operations, or MLOps, is a set of processes that can help today’s organizations get value from data science by reducing friction throughout pipelines and workflows. However, implementing MLOps is easier said than done because it touches so many teams, people, and processes across the organization — it’s larger than just model monitoring in production. Through his experience working with global organizations on governance and MLOps topics, Mark will outline the key components of a robust (and successful) MLOps strategy. 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. This event is for you because… You want to design MLOps systems that minimize risks across the organization. You want to get more value out of data science by implementing MLOps processes. Prerequisites: Come with your questions for Mark Treveil Have a pen and paper handy to capture notes, insights, and inspiration
    Note: Online resource; Title from title screen (viewed April 8, 2021) , Mode of access: World Wide Web.
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    Meet the Expert : Alex Gorelik on Data Privacy Regulations at Facebook (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In 2020, Mark Zuckerberg famously declared that "the future is private," reflecting Facebook's commitment to doing privacy right. It’s a formidable challenge for a company with a codebase containing more than 100 million lines of code, to which engineers make thousands of changes per day. It can only be tackled by the entire company working together. While Facebook has more to do, it’s already made significant progress on privacy improvements across the company in terms of processes, products, and engineering teams. In this Meet the Expert with Facebook software engineer Alex Gorelik, learn how Facebook is implementing best-in-class privacy at scale without slowing down development. You’ll explore best practices for making data privacy everyone's responsibility, learn how to build processes, technical tools, and frameworks that support privacy work, and hear lessons learned while implementing privacy for billions of users. Recorded on March 11, 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 11, 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
    Details
    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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    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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    Software Architecture Superstream Series : Software Architecture Fundamentals 2021 (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: There’s no single—or clearly defined—path to becoming a software architect. But these sessions will give you a solid grasp of the fundamentals, preparing you to implement the strategies that will help your organization increase performance, reduce costs, manage complexity, build in resilience and scalability, and speed time to market. Whether you're a senior-level developer who wants to make the move to architect or a practicing software architect who wants to hone your skills, these sessions provide the insight, advice, and essential knowledge you need to up your game. About the Software Architecture Superstream Series: This six-part series of half-day online events focuses on the hottest topics in software architecture, giving you the insights to keep pace with what’s next while still accommodating legacy needs. Both seasoned software architects and those looking to break into the field will learn new skills and the latest information on the tools and technologies they need to succeed. What you'll learn-and how you can apply it Learn how to identify and design architectural components Understand exactly what microservices are and the power they bring Explore techniques to analyze and select the right architecture patterns Discover ways to diagram and document an architectural solution Build better communication skills to champion architecture decisions to developers and stakeholders This Superstream 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 learn new software architecture techniques and practices. You're considering adopting a microservice architecture. You're responsible for creating a software architecture for your company, and you want to learn the fundamentals. Prerequisites Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Building Microservices , second edition (book) Read Building Evolutionary Architectures (book) Read Building Event-Driven Microservices (book)
    Note: Online resource; Title from title screen (viewed March 18, 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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    Expert JavaScript (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 5+ Hours of Video Instruction Overview How do you become an expert JavaScript developer? Let Sahil Khosla delve into the concepts that take you from intermediate to expert in about 6 hours. JavaScript has become one of the most popular programming languages ever. Developers of all levels are flocking towards JavaScript. And it is no longer restricted to web. Node.js has allowed developers to use JavaScript on the server side as well. Description Write Elegant JS ES6+ Code for the Web, Backend, and Lambdas Sahil Khosla gives students the chance to go beyond the basics and learn about the concepts that are hard to find in an average JavaScript book or video but are essential to mastering the language. In this LiveLessons video, Sahil covers several approaches to writing asynchronous JavaScript that can be leveraged to call APIs or long-running functions without freezing the A61. Learn how to write elegant JS code with ES6 syntax for use in web apps, node backend, or lambdas. Access the supplemental files for this LiveLesson at https://github.com/sahilkhosla/expert-js-snippets . About the Instructor Sahil Khosla is a software engineer with 10+ years of experience in developing user-facing apps and websites. He is currently part of the front-end team at OANDA and has previously worked at Expedia, where he was part of the group responsible for revamping the mobile web experience. A multipotentialite at heart, Sahil loves to learn and equally loves to share that knowledge with others. He specializes in breaking down complicated concepts and making them easy to understand, with analogies and diagrams. Skill Level Intermediate to Advanced What You Will Learn Get a deeper understanding of advanced concepts such as Promises, Async/Await, Apply/Call/Bind, and frequently used design patterns for writing performant, bug-free, and maintainable code. Gain clarity on vanilla JavaScript concepts so you can focus on learning modern web frameworks without getting lost. Understand how you can develop and publish your own open-source JavaScript libraries. Who Should Take This Course Front-end engineers Full-stack engineers Web developers Course Requirements Basic understanding of JavaScript and experience using it for developing web applications 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 ...
    Note: Online resource; Title from title screen (viewed April 2, 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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    100 JavaScript Algorithm Challenges (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800568556
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Discover how to ace the JavaScript coding interview About This Video Discover 100 algorithm problems and their solutions Speed up your problem-solving ability Prepare you for technical interviews In Detail Technical interviews help recruiters filter great developers, or at least that is how the industry sees it. This course will help you understand what to expect in a technical interview round and how to prepare for it. With the help of 100 algorithm problems and solutions, you'll improve your speed and enhance your problem-solving ability in an enjoyable way. The course covers some of the most common interview questions asked by companies like Google, Facebook, Uber, and Amazon. By the end of the course, you'll have grasped higher-order functions in JavaScript, understood the basics of TypeScript, and solved a 100 algorithm portfolio item and be ready to ace your JavaScript technical interview.
    Note: Online resource; Title from title screen (viewed March 24, 2021) , Mode of access: World Wide Web.
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    Probability and Statistics for Machine Learning (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 9 Hours of Video Instruction Hands-on approach to learning the probability and statistics underlying machine learning Overview Probability and Statistics for Machine Learning (Machine Learning Foundations) LiveLessons provides you with a functional, hands-on understanding of probability theory and statistical modeling, with a focus on machine learning applications. About the Instructor Jon Krohn is Chief Data Scientist at the machine learning company untapt. He authored the book Deep Learning Illustrated , an instant #1 bestseller that has been translated into six languages. Jon is renowned for his compelling lectures, which he offers in person at Columbia University and New York University, as well as online via O'Reilly, YouTube, and the SuperDataScience podcast. Jon holds a PhD from Oxford and has been publishing on machine learning in leading academic journals since 2010; his papers have been cited over a thousand times. Skill Level Intermediate Learn How To Understand the appropriate variable type and probability distribution for representing a given class of data Calculate all of the standard summary metrics for describing probability distributions, as well as the standard techniques for assessing the relationships between distributions Apply information theory to quantify the proportion of valuable signal that's present among the noise of a given probability distribution Hypothesize about and critically evaluate the inputs and outputs of machine learning algorithms using essential statistical tools such as the t -test, ANOVA, and R-squared Understand the fundamentals of both frequentist and Bayesian statistics, as well as appreciate when one of these approaches is appropriate for the problem you're solving Use historical data to predict the future using regression models that take advantage of frequentist statistical theory (for smaller data sets) and modern machine learning theory (for larger data sets), including why we may want to consider applying deep learning to a given problem Develop a deep understanding of what's going on beneath the hood of predictive statistical models and machine learning algorithms Who Should Take This Course You use high-level software libraries (e.g., scikit-learn, Keras, TensorFlow) to train or deploy machine learning algorithms and would now like to understand the fundamentals underlying the abstractions, enabling you to expand your capabilities You're a software developer who would lik...
    Note: Online resource; Title from title screen (viewed May 5, 2021) , Mode of access: World Wide Web.
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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.
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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...
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