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  • Safari, an O’Reilly Media Company.  (861)
  • Electronic videos ; local  (861)
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  • 1
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    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.
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  • 2
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484273395
    Language: English
    Pages: 1 online resource (1 video file, approximately 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Gain an overview of the Eclipse-based open source Jakarta EE APIs and technologies formerly called Java EE (Enterprise Edition). This video highlights the key components of the latest Jakaarta EE release, giving you the knowledge you need to begin your journey to developing enterprise-level applications. This video will familiarize you with the important terms and concepts behind the Jakarta EE enterprise application development platform and introduce its architecture. After completing this video course, you’ll be prepared for a deeper dive into enterprise application development using Jakarta EE. What You Will Learn Discover what Jakarta EE is and how it has evolved to meet current business needs Understand why Jakarta EE application development is more relevant now than ever Master the key Jakarta EE specifications and how to use them Leverage TCKs to ensure compatibility Who This Video Is For Full-stack Java developers and programmers; no prior experience in Jakarta EE or Java EE is assumed. However, at least some prior exposure to core Java, Java SE, and the JDK is recommended.
    Note: Online resource; Title from title screen (viewed August 6, 2021) , Mode of access: World Wide Web.
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  • 3
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    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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  • 4
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    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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  • 5
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801811040
    Language: English
    Pages: 1 online resource (1 video file, approximately 20 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Practical full-stack web development Bootcamp with JavaScript, React, Python, Flask, API, Git, and VS Code About This Video Easy and complete practical course Connect frontend application written in React with backend application written in Python Includes Visual Studio Code, Git and GitHub, JavaScript, NPM, React, and Python crash courses In Detail This is a practical React and Python Flask full-stack web development Bootcamp where you will start with building real applications from the first lecture. The application will consist of the frontend and backend parts. The front end will be built using JavaScript React. The backend API will be built using Python Flask. During the creation of the frontend app, you will perform the following practical tasks: - Initialize a React app using create-react-app - Create different React components - Use useEffect and useState React hooks - Adjust favicon.ico in the frontend app - Create and insert an svg logo - Make an API request to the Unsplash API - Use React props and state While making an API app, you will perform the following practical tasks: - Create a Python virtual environment using pipenv - Install and use Python packages such as Flask, dotenv, and requests - Create Flask routes - Make external API calls from the Flask app - Accept requests from the clients You will also learn how to use the following applications: - Visual Studio Code - Git and GitHub - Postman By the end of this course, you will become a full-stack web developer with practical knowledge about JavaScript React and Python Flask.
    Note: Online resource; Title from title screen (viewed July 29, 2021) , Mode of access: World Wide Web.
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  • 6
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803230979
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn responsive web design, UI, and UX principles, prepare the design for coding, increasing sales via a great design About This Video A complete web design project, from start to finish, both the desktop and the responsive versions Learn UI and UX principles that will help you design any website, no matter the style or client How to understand what clients want and how to help them achieve their goals In Detail Create beautiful and responsive website designs in Adobe XD. Adobe XD is the next big thing in terms of design tools. It makes you look like a professional designer even if you are just a beginner. Start right now and take your designs to another level. This course will show you how you can design a beautiful website from scratch without any previous experience. This course will cover essential exercises that will teach you how to work like a professional; a complete web design project, from start to finish, both the desktop version and the responsive version; how to prepare the design for coding; how to understand what clients want and how to help them achieve their goals; and UI and UX principles that will help you design any website, no matter the style or client. This course is designed for anyone who is interested in web design—from beginners to professionals, from designers to coders, from business owners to someone who is looking to start a new career or earn some money. At the end of this course, you will not only have a beautiful project for your portfolio but also a deep understanding of what makes a website design successful.
    Note: Online resource; Title from title screen (viewed July 29, 2021) , Mode of access: World Wide Web.
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  • 7
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    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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  • 8
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 46 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A walkthrough of Chapter 1 of the O'Reilly book Practical MLOps. Topics include: * DevOps * MLOps * DataOps * ML Platforms * Sagemaker * Continuous Integration and Continuous Deployment * MLOps cookbook * ML Engineering * Data Engineering * Spark * GCP * Azure * Containers * Kaizen
    Note: Online resource; Title from title screen (viewed July 31, 2021) , Mode of access: World Wide Web.
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  • 9
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pearson | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 5+ Hours of Video Instruction Overview Times Series Analysis for Everyone LiveLessons covers the fundamental ideas and techniques for the analysis of time series data. This course introduces you to the basic concepts, ideas, and algorithms necessary to develop your own time series applications in a step-by-step and intuitive fashion. The lessons follow a gradual progression, from the more specific to the more abstract, taking you from the very basics to some of the most recent and sophisticated algorithms. About the Instructor Bruno Goncalves is a senior data scientist in the area of complex systems, human behavior, and finance. He has been programming in Python since 2005. For more than ten years, his work has focused on analyzing large-scale social media datasets for the temporal analysis of social behavior. Skill Level Intermediate Learn How To Use Pandas for time series Create visualizations of time series Transform time series data Apply Fourier analysis Utilize time series correlations Understand random walk models Explore and fit ARIMA models Explore and fit ARCH models Integrate machine learning into time series analysis Integrate deep learning into time series analysis Who Should Take This Course Data scientists with an interest in time series data analysis Course Requirements Basic algebra, calculus, and statistics and programming experience Lesson Descriptions Lesson 1: Pandas for Time Series Pandas was originally developed for financial applications. As such, it was developed with time series support from day one. In this lesson we review some of the fundamental features of pandas that we use in the remainder of the course. Lesson 2: Visualizing Time Series Modeling Visualization is a fundamental first step when exploring and understanding a new dataset. Here we visualize and highlight important features of the example time series we will analyze in detail. Lesson 3: Stationarity and Trending Behavior Time series can exhibit characteristic types of behavior, such as trends, seasonal, and cyclical patterns. In this lesson you learn how to identify each of these behaviors and to remove them...
    Note: Online resource; Title from title screen (viewed September 1, 2021) , Mode of access: World Wide Web.
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  • 10
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801074889
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A beginner’s guide to using Tableau Prep Builder for data preparation and data cleaning About This Video Learn new ways to easily prepare data by only clicking or drag and drop with Tableau Use different case studies to understand the power of Tableau Prep Builder Perform data preparation and data cleaning with Tableau Prep Builder In Detail Are you interested in data analytics and (self-service BI) business intelligence? Are you already using Tableau or plan to use it soon? You might have already seen Tableau as a visual analytics tool in action. You might have created Tableau dashboards yourself. But as you know, the result of visualizing your data is only the tip of the iceberg. As data analysts spend a huge amount of their time cleaning and preparing data, this process is quite tedious. However, it is most important to get the data cleaned and in the right format. Meet Tableau Prep Builder! A great tool that can help us in doing data preparation/data cleaning fast and efficiently. In this Tableau Prep Builder course, you will learn all you need to know to use the power of Tableau Prep Builder for your own data cleaning tasks. The course is developed for beginners. Hence, no prior knowledge is required even though working with Tableau before would be an advantage. This course will first explore the Tableau Prep Builder interface and then perform three case studies to understand how to use Tableau Prep Builder for data cleaning and data preparation. By the end of this course, you will be able to use the power of Tableau Prep Builder for data cleaning. Who this book is for This course is for all Tableau users who need to do data cleaning. Aspiring data analysts or data scientists or report creators can also benefit from this course. This course is a crash course for beginners; hence, we start from scratch so no specific knowledge is required but you should be familiar with Tableau. Tableau Prep builder 14-day Trial version could be used in case you do not have a license (yet).
    Note: Online resource; Title from title screen (viewed August 27, 2021) , Mode of access: World Wide Web.
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  • 11
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on incremental architecture with Neal Ford and software architect and Agile-transformation pro Allen Holub. They’ll explain why you should create an architecture incrementally as you work so that you can easily modify that architecture as new requirements emerge—and discuss how to do so. (The solution is to build around a domain-focused metaphor that allows for incremental changes while maintaining coherence throughout.) Neal and Allen will spend a few minutes covering the fundamentals of incremental architecture, then tell you what you need to know to stay ahead of the curve. What you’ll learn and how you can apply it Learn the benefits of incremental architecture Understand how to create your architecture incrementally See what’s coming next with software architecture This recording of a live event is for you because… You’re looking for ways to build an architecture that can evolve with the changing needs of your business. Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Building Evolutionary Architectures (book) Read RESTful Web Microservices Cookbook (book) Explore Software Architecture Fundamentals Beyond the Basics (video course) Attend Software Architecture Superstream: Software Architecture Fundamentals—Comparing Architectural Styles (September 15) Take Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford)
    Note: Online resource; Title from title screen (viewed September 2, 2021) , Mode of access: World Wide Web.
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  • 12
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803247700
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Begin your journey in the field of cloud storage in Microsoft Azure with this complete guide. This course is a one-stop-shop to gain this necessary and in-demand skill from scratch. About This Video A clear understanding of Azure cloud and storage concepts with real-world scenarios Full of hands-on instructions, interesting and illustrative examples, and clear explanations Project-based learning to explore new concepts in Azure cloud In Detail One of the most critical tasks is choosing the right storage solution. Well, it is rightly so because storage is that much important. Choosing the right storage solution helps organizations ensure that their content is available globally and can be delivered smoothly and rapidly. Correct storage selection can also help reduce the operational costs associated with managing data. Storage has a direct influence on your project cost, customer experience, application availability, and reliability. Also, in the era of work-from-home, you want to manage your storage right from your home office enjoying a nice cup of coffee. So, you expect your ideal storage to be allowing you to connect over the public internet in most cases. This course is dedicated to the Microsoft Azure storage solution. You will learn how to deploy storage account, create containers, file shares, and migrate your data from scratch. Not just this but you will also explore various storage tools such as AzCopy, File Sync, Storage Explorer, and more. We take the security of your data very seriously. So, at every step, you will understand in crisp clear terms what are the security recommendations associated with each of the storage components discussed in the course. Who this book is for This course can be taken by absolute beginners including candidates with non-technical backgrounds, such as those involved in selling or purchasing and involved with cloud-based solutions/services, as well as those with a technical background who have a need to validate their foundational-level knowledge around cloud services and Azure. A system administrator using cloud services in their day-to-day life will benefit the most. You should have the zeal to learn new concepts and stay up to date with technology and some basic awareness of cloud concepts is recommended but not mandatory.
    Note: Online resource; Title from title screen (viewed August 25, 2021) , Mode of access: World Wide Web.
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  • 13
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: If AI is going to be part of everyday life for businesses and citizens alike, it needs to be accessible. So how should organizations move toward AI maturity? And what steps can businesses take to democratize AI while meeting the challenges they’ll encounter along the way? In this Meet the Expert, AI and business intelligence leader Jen Stirrup walks you through a number of different challenges and considerations for the democratization of AI for business—along with approaches for overcoming them. Find out what AI means for the industry, for people’s careers, and for their training opportunities as you explore aspects of AI that you may not have considered yet. Recorded on August 24, 2021. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed August 24, 2021) , Mode of access: World Wide Web.
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  • 14
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    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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  • 15
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    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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  • 16
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801813686
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A perfect beginners’ guide that converts complex, boring mathematics and formulas into simple and easy to make it clearer. It’s a basic guide to understand general quantum computing concepts on IBM Qiskit documentation. About This Video Learn and understand about general quantum computing based on IBM Qiskit documentation Learn quantum key distribution, which utilizes the unique properties of quantum systems Learn quantum teleportation used for transferring quantum information from a sender to a receiver In Detail Quantum computers could help the development of new breakthroughs in science, medications, machine learning, material science, and finance, which will help mankind become the best civilization in the whole universe. In fact, quantum computing is so powerful that no one knows how to use its true potential and till now, no quantum algorithm is perfect. The hardware and code are still in development stages, providing great opportunities in the future for quantum computing professionals. This course starts by introducing you to the basics of current classical computing technology that is based on bits/binary digits (0 and 1) and quantum computing (qubits), and how it is way much more advanced than earlier. Then you will install and get tested on working with the Jupyter notebook and IBM Qiskit in order to execute codes. Lastly, you will learn all the quantum computing concepts and their execution simultaneously in a much leaner, simpler, and more concise format. By the end of this course, you will learn the basics of quantum computing through implementing it via IBM Qiskit, and you could be able to contribute yourself to the domain that is still in the development phase and be a part of great opportunities in the future for quantum computing professionals. Who this book is for The course is best suited for beginners who want to start with practical quantum computing concepts. Basic computer knowledge and enthusiasm about quantum computing are the only prerequisites to excel and extract the most out of this course.
    Note: Online resource; Title from title screen (viewed August 25, 2021) , Mode of access: World Wide Web.
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  • 17
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803231563
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Master Agile Retrospective to boost the efficiency and productivity of your team About This Video A complete overview of the Sprint retrospectives Feel confident in improving the performance of scrum for any software, service, maintenance, or support team Explore Sprint retrospectives that will make your team or business more efficient In Detail Learn how to be confident while conducting Scrum. Whether you are a novice, an expert, or simply someone who wants the answer to the question—what is Sprint Retrospective?—this is definitely the class for you. Sprint Retrospective is a method for boosting your team’s efficiency. The author explains the fundamentals of Agile Retrospective and how to organize Sprint Retrospective at an industrial level in a very simple way. To get the best experience, all you need is a keen interest in Agile Scrum, a real need to improve your team or business, and the desire to improve continuously. Each section features an overview of a particular aspect of holding a Sprint Retrospective and tips to organize it wonderfully. Examples are included throughout the course with interactive and quality resources. Everything is based on real-world experiences. Who this book is for This course is useful for Scrum masters, product owners, business owners, support teams, maintenance teams, service and sales teams, development support teams, and anyone who wants a complete overview of Agile Scrum Retrospectives.
    Note: Online resource; Title from title screen (viewed August 24, 2021) , Mode of access: World Wide Web.
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  • 18
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801814195
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 12 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the basics of Agile project management and understanding the need for change in the traditional software development process. About This Video Demonstrate the ability to participate effectively in Agile practices for software development Implement Scrum, Kanban, and Extreme Programming Identify and address the most common problems encountered in adopting Agile methods In Detail Software industry is going crazy on Agile methods. It is rapidly becoming the choice for software development where requirements are unpredictable or expected to change over time. This course will help you explore how working on an Agile project has benefits for your development team, your end users, and your organization. Kanban is a popular framework used to implement Agile and DevOps software development. It requires real-time communication of capacity and full transparency of work. Work items are represented visually on a Kanban board, allowing team members to see the state of every piece of work at any time. In this course, you will gain a good understanding of the basics of Scrum before progressing to more advanced topics. You will learn about Scrum team, various Scrum events and artifacts, and how these come together in a successful project. You will learn the advantage and disadvantages of Scrum so you can use the right practices and tools for your project. Who this book is for This course is for project managers, members of a project team, or other stakeholders on a project who want to learn about Scrum and Agile, as well as anyone who doesn’t have any experience with project management approaches but is looking to get started. No prior knowledge of Scrum is required.
    Note: Online resource; Title from title screen (viewed August 24, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Use AWS Step Functions to solve problems
    Note: Online resource; Title from title screen (viewed September 12, 2021) , Mode of access: World Wide Web.
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  • 20
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn about six key elements of MLOPs based on the best-selling book Practical MLOps Topics include: * Source Code Management * Continuous Integration and Continuous Delivery * Development Environment * Deploy Environment * Microservices including Flask and FastAPI * Business Logic
    Note: Online resource; Title from title screen (viewed September 2, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to master key components of Python functions. Topics include: * Input, Output and Unit of Work * Decorators, Yield Statements, Generators, Closures and Nested Functions * Using Github Codespaces and Github Actions * Building Command-line tools * Microservices including Flask and FastAPI * Using AWS Cloud9 along side AWS App Runner
    Note: Online resource; Title from title screen (viewed September 3, 2021) , Mode of access: World Wide Web.
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  • 22
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to get started on the right setup on your first day as a data scientist or business analytics professional. Topics include: * Business Analytics * Data Science * Google Colab * Jupyter * Github Actions and Github Codespaces * Continuous Integration and Delivery * EDA * GCP * AWS * Azure
    Note: Online resource; Title from title screen (viewed August 28, 2021) , Mode of access: World Wide Web.
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  • 23
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484273531
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create your own collection of Lookup Tables (LUTs) for Photoshop and video rather than buying from a third party. This video will explain what a Look or Lumetri LUT is, how to create these tables from adjustment layers and apply them successfully as a new single adjustment layer in Photoshop, or reuse them in Adobe Media Encoder for short video clips. The tutorial starts with an overview of LUTs, its history, usage, kinds, color modes, file formats and what Adobe programs use or can create LUTs. You will also find out why you should create your own LUTs. Next, you will learn about best practices when creating a LUT and how to group the adjustment layers correctly as well as look at how you can apply your LUT as a color lookup adjustment layer in Photoshop and further modifications and settings you can apply to that adjustment layer. Finally, you will learn to apply your LUT file to a video clip or stitched clips in Media Encoder. You will also find some advice on where to store your LUT files to maintain the same linkage. What You Will Learn Learn to create your own LUTs How these same files can be reused for video Learn how LUTs can be reused from Photoshop Projects Who This Book is For Graphic artists who may have only beginner experience in how to create LUTs and how to use them in videos.
    Note: Online resource; Title from title screen (viewed August 6, 2021) , Mode of access: World Wide Web.
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  • 24
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    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    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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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484271537
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to avoid bad programming practices that create low-quality code that is difficult to maintain or test, and exhibits properties such as brittleness, low comprehensibility, and high defect density. This video takes a humorous slant on the typical programming practice manual by reversing the usual approach. Its approach is to jokingly assume that you wish to be an agent of chaos and sneak bad code into a software project in order to ruin its chances of success, or frustrate your colleagues by producing unreadable, error-prone garbage. Under this pretense, the video teaches how to avoid the kind of bad habits that introduce bugs or cause code contributions to be outright rejected. The bad practices are organised into topics that form the basis of programming (layout, variables, loops, etc.). At the end of each topic, a more serious voice chimes in temporarily to explain why the ‘advice’ just given is actually poor and suggests some better alternative practices. By sourcing classic programming guidebooks, empirical studies, and a range of coding conventions from some of the most successful software projects, this video explains the reasoning behind good programming practices. These topics form the basis of good programming style and are important for anyone embarking on a career in professional programming or wishing to contribute to a software project. Normally, beginner programmers learn these good practices by going through a period of making mistakes and learning from them. This video helps to shorten that learning process by teaching a core of good practices and will enable you to become a productive programmer faster. This video – Part 2 of the series – focuses on coding practices at the ‘modular scale’, i.e. at the level of organisational building blocks such as subroutines and classes. What You Will Learn Become a better coder by learning how (not) to program Choose your tools wisely Think of programming as problem solving Discover the consequences of a program’s appearance and overall structure Avoid bad habits and common mistakes See how poor error-handling makes for unstable programs Who This Video Is For You should have some practical programming knowledge (i.e. you can program in at least one programming language), but little to no professional experience. You are either still undergoing training in software development, or are at the beginning of your programming career. You have, at most, 1-2 years of professional experience.
    Note: Online resource; Title from title screen (viewed July 13, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Use FastAPI to expose an HTTP API for fast live predictions using an ONNX Machine Learning Model. FastAPI is a Python web framework that provides easy development of documented HTTP APIs by offering self-documented endpoints with Swagger - a tool to describe, document, and use RESTful web services. Learn how to quickly put together an API which validates requests, and self-documents its endpoints using OpenAPI via Swagger. Quickly produce a robust interface for others to consume your Machine Learning model by following core best-practices of MLOps. Parts of this video cover the basics of packaging Machine Learning models, as covered in the Practical MLOps book. Topics include: * Create a Python project to serve live predictions using FastAPI * Use a Dockerfile to package the model and the API using Docker containerization * With minimal Python code, expose an ONNX model to perform sentiment analysis over an HTTP endpoint * Dynamically interact with the API using the self-documented endpoint in the container. Useful links: * Demo Github Repository with sample code * Practical MLOps book * FastAPI Intro tutorial * RoBERTa ONNX Model for sentiment analysis
    Note: Online resource; Title from title screen (viewed July 16, 2021) , Mode of access: World Wide Web.
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  • 27
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Topics include: * Solar * Tesla * Nest * Smart Home * Time of Use * Net metering * Battery Backup * EV (electric vehicle) * Artificial Intelligence * Level 1 Charging * Level 2 Charging * Level 3 Charging
    Note: Online resource; Title from title screen (viewed July 25, 2021) , Mode of access: World Wide Web.
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  • 28
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803246123
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn about the security capabilities that .NET provides out of the box, how they work, and how to implement them properly About This Video Become a professional by performing secure coding practices Build effective security controls to protect against breaches and malicious hackers Use labs to enhance your learnings In Detail With the growing need for cybersecurity across the world, developers who have mastered cyber resilience get ahead. Secure coding in ASP.NET is an instrumental pathway for all developers who wish to build secure and cyber-resilient software. This course will enable you as a professional to execute secure coding practices, identify vulnerabilities in the code, remediate identified weaknesses, design with security in mind, and build effective security controls to protect against breaches and malicious hackers. You will learn about ASP.NET security fundamentals, security features, common approaches to secure development and methodologies, common technical vulnerabilities, design flaws, and business logic issues. You will master the tools and skills needed in order to secure software early in the SLDC, such as identifying common vulnerabilities (SQL Injections, IDOR, XSS, Command Injection, and more!), applying world-famous tools to aid you in building secure software, automating security tests, planning remediation efforts, and integrating best practices in all development efforts. By the end of the course, you will be able to execute secure coding practices like a professional. Who this book is for This course is designed for .NET developers, software developers, cyber security enthusiasts, or for anyone who would like to grow their secure coding skills in ASP .NET.
    Note: Online resource; Title from title screen (viewed August 31, 2021) , Mode of access: World Wide Web.
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  • 29
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    [Erscheinungsort nicht ermittelbar] : Cisco Press | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Almost 9 Hours of Video Instruction Overview TCP/IP Fundamentals LiveLessons provides almost 9 hours of video learning that encompasses an in-depth exploration of the foundational concepts of the TCP/IP protocols as used today in modern enterprise and cloud provider networking. This course is specifically geared toward younger adult learners as well as individuals who are transitioning into a new career in information It is a great first taste into networking and internetworking, and serves as a great prequel to any Network+ or CCNA-type course. The course offers a clear and easily digestible introduction and explanation of the protocols, services, and behaviors of the modern TCP/IP implementation. Michael Shannon uses slides, interactive board work, and whiteboards and provides several demonstrations of the technology on modern Windows, Linux, and Amazon Web Service environments. Michael J. Shannon has more than 25 years of IT and information system experience working as an employee, contractor, and consultant for companies like MCI, Platinum Technologies, Fujitsu, IBM, State Farm, MindSharp, Skillsoft, and of course Pearson. He is uniquely qualified to provide detailed explanations to help you understand exactly what is happening under the hood when accessing the Internet, whether it’s using a corporate PC, laptop, mobile device, or even your web-enabled alarm! This course is a great first step in the process for entry-level IT certifications such as CompTIA Network+, A+, Cisco CCNA, Juniper, PAN, and cloud services like Google Cloud Platform and Amazon Web Services. About the Instructor Michael J. Shannon began his IT career when he transitioned from recording studio engineer to network technician for a major telecommunications company in the early 1990s. He soon began to focus on security and was one of the first 10 people to attain the HIPAA Certified Security Specialist. Throughout his 30 years in IT he has worked as an employee, contractor, and consultant for numerous companies, including Platinum Technologies, Fujitsu, IBM, State Farm, MindSharp, Pearson, and Skillsoft. Skill Level Beginner/entry-level What You Will Learn A complete overview of all TCP/IP fundamentals About ground-level Internet technology and general networking Who Should Take This Course The target audience for this course consists of anyone who wants to learn about the foundation of the Internet and the World Wide Web. It is a great introductory course and an excel...
    Note: Online resource; Title from title screen (viewed August 11, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803244358
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Master the industry standards and enable yourself to carry out professional assessments to secure technologies, as well as communicate risks to high-level executives, management, and technical staff About This Video Build up your own personal security testing lab environment, identify and exploit vulnerabilities Gain the foundational knowledge and skills to carry out multiple types of security assessments Use labs to enhance your learnings In Detail Does finding security bugs, hacking software, and breaking into applications and databases sound exciting? Do you need to secure technologies and build resilient software? If yes, then the software security testing path is for you. This course teaches you the necessary security testing skills to conduct professional security assessments in various approaches. As you progress through the course, you will learn the core tenets of software security, build up your own personal security testing lab environment, identify and exploit vulnerabilities, break contemporary security systems, utilize world-famous tools and approaches, and confidently communicate findings to all stakeholders. Upon completion, you will have the foundational knowledge and skills to carry out multiple types of security assessments including penetration testing, security auditing, and code analysis in order to help build secure and resilient software throughout the SLDC. By the end of the course, you will be able to master industry standards and carry out professional assessments to secure technologies, as well as communicate risks to high-level executives, management, and technical staff. Who this book is for This course is designed for penetration testers, software developers, cyber security enthusiasts, and anyone who wants to grow their software security testing skills.
    Note: Online resource; Title from title screen (viewed August 31, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803245232
    Language: English
    Pages: 1 online resource (1 video file, approximately 13 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Excel in NodeJS, MongoDB, and Express, and improve your JavaScript skills. About This Video Set up MongoDB in the cloud to connect using NodeJS Learn how you can create your own module locally Learn how to send data from a front-end form to Node Express to output to the terminal In Detail This course is split into 7 sections; section 1 is a fast-paced quick introduction to NodeJS and how you start using NodeJS. We discuss what NodeJS is and that it is not a programming language like JavaScript but an interpreter and environment for JavaScript. Moving further with section 2, we explore the fundamentals of JavaScript and writing JavaScript code within the Node. It is loaded with examples about the basics of coding JavaScript . As Node uses JavaScript code, this section will provide a refresher and quick overview of JavaScript, and is designed to cover core JavaScript required for the upcoming sections and writing Node. JavaScript asynchronous programming explains asynchrony in computer programming, refers to the occurrence of events independent of the main program flow and ways to deal with such events, and shows how to add callbacks that run once a stack is complete. Each module in NodeJS has its own context and cannot interfere with other modules. Modules are like libraries that you can include in your application. Node.js has a set of built-in modules you can use without any further installation, such as http, fs, path, and url. Express is a minimal and flexible Node.js web application framework that provides a robust set of features for web and mobile applications. Explore how to set up a web application quickly with Express. Who this book is for To take this course, you will need to have some knowledge of Object-Oriented Programming, if not C#. Even if you do not have much exposure to the .NET development stack, this course is very beginner-friendly and chock-full of development tips. This course is ideal for anyone who wants to learn more about NodeJS, and for JavaScript developers and web developers.
    Note: Online resource; Title from title screen (viewed August 30, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    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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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation with Neal Ford and his guest, Birgitta Boeckler, where they talk about Architectural Governance and how governance is a key part of a successful architect’s job. Governance defines the technical rules and standards within an organization about every aspect of technology, particularly software development. Learn how to define and enforce governance rules. What You Will Learn: What’s coming next with Software Architecture Recommended follow up Read Fundamentals of Software Architecture (book) View Software Architecture Fundamentals Beyond the Basics (video) Attend Software Architecture Superstream Series: Software Architecture Fundamentals 2021 Attend Architecture: The Hard Parts (live online training) Attend Automating Architectural Governance: Agile Engineering in Architecture (live online training)
    Note: Online resource; Title from title screen (viewed August 5, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803248653
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn Scala; learn Spark, Hadoop, ETL pipeline from AWS S3 to AWS RDS using Spark from scratch About This Video Relate the practical concepts of Scala and Spark with real-world problems Implement any project from scratch that requires Scala and Spark knowledge Know the theoretical and practical aspects of Scala and Spark In Detail The course Scala from Beginner to Pro is refreshingly different. The well-thought-out quizzes and mini projects that cover all the important aspects will make your Scala learning journey that much easier. This course includes an overview of Hadoop and Spark with a hands-on project with Scala Spark. Right through the course, every theoretical explanation is followed by practical implementation. This course is designed to reflect the most in-demand Scala skills that you will start using right away at the workplace. The course is simple to follow and understand. Expressive, exhaustive, and practical with live coding sessions and replete with quizzes. Rich with state-of-the-art and up-to-date knowledge of this field. The 6 mini-projects and one Scala Spark project included in this course are a vital component of this course. These projects present you with a hands-on opportunity to experiment for yourself with trial and error. You get a chance to learn from the mistakes you make. Importantly, it’s easy to understand the potential gaps that might exist between theory and practice. Who this book is for This course is for absolute beginners who want to learn Spark and Scala along with its implementation in realistic projects; people who want to develop smart solutions; data scientists; and machine learning experts.
    Note: Online resource; Title from title screen (viewed August 27, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on multicloud with Sam Newman and software architecture pro Gregor Hohpe. They’ll chat about the benefits and challenges of multicloud architecture within the context of thinking more critically about lock-in and vendor selection. They’ll also dive into the potential challenges of hybrid/multicloud solutions, including latency, the cost of avoiding lock-in, and the difference between building a hybrid app and having a multicloud strategy. Sam and Gregor will spend a few minutes covering the trends that are influencing infrastructure, then tell you what you need to know to stay ahead of the curve. What you’ll learn and how you can apply it Explore the origins of, need for, and challenges around cloud solutions and strategy See what’s coming next for infrastructure and ops This live event is for you because… You want the chance to ask Sam Newman and Gregor Hohpe your questions around cloud strategy. You’re looking to improve your systems and mitigate weaknesses. You want to become well-versed in the foundations and best practices of working in the cloud and on-premises. Recommended follow-up: Read Cloud Native (book) Read Hybrid and Multicloud Management (report) Read The Software Architect Elevator (book) or listen to the audio book
    Note: Online resource; Title from title screen (viewed September 1, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803244303
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Master Python and PySpark 3.0.1 for Data Engineering / Analytics (Databricks) About This Video Apply PySpark and SQL concepts to analyze data Understand the Databricks interface and use Spark on Databricks Learn Spark transformations and actions using the RDD (Resilient Distributed Datasets) API In Detail Apache Spark 3 is an open-source distributed engine for querying and processing data. This course will provide you with a detailed understanding of PySpark and its stack. This course is carefully developed and designed to guide you through the process of data analytics using Python Spark. The author uses an interactive approach in explaining keys concepts of PySpark such as the Spark architecture, Spark execution, transformations and actions using the structured API, and much more. You will be able to leverage the power of Python, Java, and SQL and put it to use in the Spark ecosystem. You will start by getting a firm understanding of the Apache Spark architecture and how to set up a Python environment for Spark. Followed by the techniques for collecting, cleaning, and visualizing data by creating dashboards in Databricks. You will learn how to use SQL to interact with DataFrames. The author provides an in-depth review of RDDs and contrasts them with DataFrames. There are multiple problem challenges provided at intervals in the course so that you get a firm grasp of the concepts taught in the course. Who this book is for This course is designed for Python developers who wish to learn how to use the language for data engineering and analytics with PySpark. Any aspiring data engineering and analytics professionals. Data scientists/analysts who wish to learn an analytical processing strategy that can be deployed over a big data cluster. Data managers who want to gain a deeper understanding of managing data over a cluster.
    Note: Online resource; Title from title screen (viewed August 30, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    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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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the foundations of Agile Project Management in this quick video snippit featuring global technical project management expert Jerry Castro. Topics include: * Agile * Balancing chaos vs order * How to get started with Agile
    Note: Online resource; Title from title screen (viewed August 25, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A walkthrough of Chapter 5 of the O'Reilly book Practical MLOps. Topics include: * Getting models into production * Feature Store vs Data Warehouse * AutoML * MLOps * DataOps * ML Platforms * Sagemaker * Continuous Integration and Continuous Deployment * MLOps cookbook * ML Engineering * Data Engineering * Spark * GCP * Azure * Containers * Kaizen
    Note: Online resource; Title from title screen (viewed August 14, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A walkthrough of Chapter 7 of the O'Reilly book Practical MLOps. Learn about real-world computer vision including a recap of Tesla AI day 2021. Topics include: * Getting models into production * Tesla FSD * Tesla Computer Vision * Tesla AI Day * DataOps * ML Platforms * Sagemaker * Continuous Integration and Continuous Deployment * MLOps cookbook * ML Engineering * Data Engineering * AWS App runner * GCP * Azure * Containers * Kaizen
    Note: Online resource; Title from title screen (viewed August 24, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to build Computer Vision MVPs quickly using AutoML. Topics include: * Getting models into production * Apple Create ML * Google Vertex AI * Image Classification * CoreML * Tensorflow * Rapid Prototyping * GCP * Azure * Containers * Kaizen
    Note: Online resource; Title from title screen (viewed August 28, 2021) , Mode of access: World Wide Web.
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  • 42
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801815611
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Primavera P6 Version 8 to Version 20, this module explains the differences between the versions About This Video Workshop on formatting the bar chart and organizing your data Workshop on filters and printing Workshop on activity codes and User-Defined Fields (UDF) In Detail Primavera is an enterprise project portfolio management software. It includes project management, scheduling, risk analysis, opportunity management, resource management, collaboration, and control capabilities, and integrates with other enterprise software such as Oracle and SAP’s ERP systems. This course aims to teach participants how projects are planned, scheduled, and controlled, including understanding the project management processes applicable to your projects with Oracle Primavera P6 PPM Professional. You will start with understanding the basics of the software. Moving ahead, you will look at formatting the display aspects of the software. Then you will look at the group, sort, and layouts of this tool. Following that, you will understand, apply, create, and modify filters. After that, you will execute printing, reports, and look at the visualizer. Finally, you will explore other methods of organizing project data. By the end of the course, you will successfully learn how to format, print, and run reports with Oracle Primavera Project Manager P6 PPM Professional Client.
    Note: Online resource; Title from title screen (viewed July 26, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    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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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    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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  • 45
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    [Erscheinungsort nicht ermittelbar] : EC-Council | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Tableau is one of the most powerful, easy use and widely accepted data analysis and visualization tools that do not provide handy data explanatory analysis capabilities but also provides a developer-friendly drag and drop interface to easily visualize your key findings. This course explains right from the scratch, starting from downloading and installing your own copy of Tableau Desktop to developing, formatting and publishing your dashboard to Tableau Public. In this course, we will walk together from the start point till the end, by understanding each concept till its roots, starting from connecting your data source then manipulating the same to achieve the desired results. Later, we will bring forward the data-driven Insights and understanding key Tableau concepts & Calculations. Finally, we will be creating a dashboard, to sum up, all. Upon finishing this course, you'll be a highly proficient Tableau user. You will not only learn how tableau works but also you will be able to understand “Why it works the way it works”. You’ll be able to use your skills as a data analyst to extract relevant insights out of data by analysing & visualizing the same into useful KPI’s and presentable Tableau Dashboards.
    Note: Online resource; Title from title screen (viewed March 31, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Overview : Practical Python for DevOps Engineers LiveLessons is designed to expand your understanding of concepts and strategies for operating your infrastructure effectively in the ever-changing digital landscape. Taught by best-selling author Chris Jackson, the course will provide explanations of the basic and intricate techniques of automation and programmability in an effortless manner. Practical Python for DevOps Engineers LiveLessons will begin with the overview of Python from its syntax to working with variables and data types. The course will cover other Python related topics like Object Oriented Programming, Python Modules, UnitTest module, and Python Programming. In addition to the Python topics, the course will dive into the topic of API, where the section will cover the fundamentals of API and its common usage. Topics include: Getting Started with Python Object Oriented Programming and Python Modules Unit Testing Working with Data in Python What is an API? Working with REST APIs Making an API Call With Python About the Instructor: Chris Jackson is a Distinguished Systems Engineer in the Cisco World Wide Sales and Partner Training organization. Chris is focused on all aspects of Cisco Data Center and Cloud from not only a technology perspective but through thought leadership in 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. Residing in Franklin, Tennessee, Chris enjoys tinkering with RC drones, robotics, and anything else that can be programmed to do his bidding. In addition, he is a black belt in Taekwondo and a rabid Star Wars fan and has a ridiculous collection of Legos. His wife, Barbara, and three children, Caleb, Sydney, and Savannah are the true joys of his life and proof that not everything has to plug in to a wall outlet to be fun. Skill Level: Beginner to Intermediate Learn How To: Program Cisco infrastructure devices Implement DevOps automation Create a more agile and flexible IT environment Who Should Take This Course: This course is intended for anyone who has IT infrastructure and would like to learn how to use emerging technologies to automate and simplify operations. Course Requirements: Basic understanding of networking infrastructure equipment Computer literacy, PC operating system knowledge, a...
    Note: Online resource; Title from title screen (viewed August 18, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    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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    [Erscheinungsort nicht ermittelbar] : Microsoft Press | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4+ Hours of Video Instruction Prepare for Microsoft Exam DP-900 and demonstrate your knowledge of fundamental data concepts and Microsoft Azure data services. Description This Exam DP-900: Microsoft Azure Data Fundamentals video is designed to help you begin to work with data in the cloud. This video focuses on the skills measured by the exam objectives, as updated by Microsoft in April 2021. Describe core data concepts Describe how to work with relational data on Azure Describe how to work with non-relational data on Azure Describe an analytics workload on Azure Using his years of experience working with data and teaching data best practices to a variety of learners, Microsoft Certified Trainer Chris Sorensen explains core concepts related to working with data in Azure. In his engaging style grounded in real-world scenarios, Chris gives you insights to relational and non-relational data, different types of workloads, and analytical best practices. With Chris as your guide, you are well-equipped to successfully attempt the DP-900 exam and advance in your career as a data engineer or database administrator. About the Instructor Chris Sorensen, CPA, CGA, is the Founder and President of Iteration Insights, a tech-enabled data analytics solutions provider based in Calgary, Alberta. He is a Microsoft Certified Data Analyst Associate and Microsoft Certified Trainer with a combined 20+ years of industry and teaching experience. In his career, he has led numerous Analytics projects in more than 15 industries across small to enterprise-sized organizations. As an adjunct instructor of the Business Intelligence program at SAIT, he plays a significant role in shaping new talent in Calgary's emerging tech sector. Following his lifelong learning approach, Chris also coordinates both Power Platform and Azure Analytics User Groups, providing a space dedicated to knowledge-sharing and growing Alberta's tech community. His favourite hashtag is #neverstoplearning. Skill Level Beginner to Intermediate Who Should Take This Course Certification candidates preparing for exam DP-900 Microsoft Azure Data Fundamentals Analysts or admins beginning to work with data in the cloud Course Requirements Foundational knowledge of core data concepts 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 techn...
    Note: Online resource; Title from title screen (viewed September 8, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for this edition of Meet the Expert with Apache Arrow cocreator Wes McKinney to learn considerations and best practices for distributed Python at scale—in a cost-effective way. You’ll explore some of the computational systems challenges that go hand in hand with doing scalable distributed computing in Python and discover how working to improve data processing performance and efficiency in data science tools led Wes to help build the Apache Arrow project. What you’ll learn and how you can apply it Understand common challenges in distributed computing Explore tools and practices for improving data processing performance and efficiency Discover cost-effective considerations for data processing at scale This course is for you because… You want to learn about the fundamental shifts that are transforming the business landscape and customer needs. You want to overcome challenges that arise when working with large amounts of data. You want to discover new open source technologies and learn how to integrate them. Recommended follow-up: Read Python for Data Analysis , third edition (book)
    Note: Online resource; Title from title screen (viewed August 5, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    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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    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 13 min.)
    Edition: 2nd edition
    Keywords: Electronic videos ; local
    Abstract: 8 Hours of Video Instruction Overview Bash is the best way for you to efficiently and effectively execute commands in your daily work. It sounds difficult, but the beauty of Bash is that it is quick, powerful and not particularly complex. Bash Shell Scripting Complete Video Course is a full resource to obtaining the power of Bash. So whether you're new to shell scripting or an experienced developer, administrator, or user, this course will introduce you to the world of efficient scripting so you can get the job done. This 8-hour video course consists of 13 lessons in which all concepts that are relevant to Bash shell scripting are explained. It includes demos and exercises throughout that are relevant to Bash Shell scripting; these examples are relevant for anyone using Bash. This video course was designed to teach through clear training followed by practical examples that show how scripting solutions are being used in the real world. At the end of each lesson you will find an exercise that you should attempt on your own; this is then followed by a video explanation so you can see a real-time walkthrough of the exercise. Doing the work is the best way to learn Bash, and this course provides you with the tools to learn by doing. Topics include Shell scripting fundamentals Using conditional statements Advanced Bash scripting options Real-world scripting examples The GitHub associated with this LiveLesson can be found at https://github.com/sandervanvugt/bash-scripting . About the Instructor Sander van Vugt has many years of experience working with, writing about, and teaching Linux and open-source topics. He is the author of the best-selling Red Hat RHCSA Cert Guide and Red Hat RHCSA Complete Video Course , along with many other titles on topics that include RHCE, Bash, Kubernetes, Ansible, and more. Sander also works as a Linux instructor, teaching on-site and online classes for customers around the world. Skill Level Beginner to Intermediate Learn How To Write Bash script fundamentals Write Bash script fundamentals and advanced commands Write Bash shell scripts on intermediate and advanced commands Write your first hello world shell script See how to work with variables Use positional parameters Apply pattern matching substitution Explore looping structures in shell scripts Who Should Take This Course Developers and administrators who want to automate tasks using Bash shell scripts IT users and professionals who want to g...
    Note: Online resource; Title from title screen (viewed September 1, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    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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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Packaging in Python has always been polarizing. From complicated beginnings where you couldn't uninstall libraries, to virtualenv that allows you to work in a self-contained environment that can be thrown away. In this video, I'll present an introduction to Conda, and to a chanel-specific variation of it that is maintained by the community called miniforge. If you are looking for a way to get scientific packages for the new Apple M1 silicon, this video will also help you out get everything sorted, including installing versions of Python that are pre-packaged and ready for data science tasks. Topics include: * Install Conda by using the community version called miniforge. * Use conda to install a specific version of Python, without system installs * Find more about the differences between virtualenv, pip, and conda * Install data science libraries in the new Apple M1 silicon Useful links: * Conda documentation * Conda Forge community documentation * Conda miniforge project
    Note: Online resource; Title from title screen (viewed August 18, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Microsoft Press | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 17 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 12+ Hours of Video Instruction This course will help an IT professional prepare for the AZ-303, Microsoft Azure Architect Technologies exam or simply learn about common Azure services. Overview: Cloud computing is growing at an accelerating pace, and skills in cloud computing are becoming an important part of any IT professional’s resume. Microsoft offers role-based certifications in several areas of Azure, and the most advanced certification for IT administrators is the Azure Solutions Architect Expert. This certification is achieved by passing two exams: Microsoft Azure Architect Technologies and Microsoft Azure Architect Design. This course is designed to help you pass the first exam on Azure technologies. It discusses the common services in Azure and lays the foundation for architecting solutions in Azure. All the skills measured on the Microsoft Azure Architect Technologies exam are covered in this course. About the Instructor After leaving Microsoft in 1995, Ray Humphrey began teaching administrative, programming, and software design classes to industry professionals and has done that continuously since that time. He teaches all components of the application from user interface to middle tier to database to cloud. Skills he teaches include Azure services architecture, design, and implementation; web front-ends (JavaScript, HTML, CSS); web server applications and services (C#.NET, Visual Basic.NET, MVC, Web API); Windows desktop applications (WPF, Windows Forms); database design and solution integration (SQL Server, Entity Framework, ADO.NET); and custom Microsoft Office solutions (Access and Excel). He has a long history and deep knowledge of the Microsoft platform. Ray has been a Microsoft Certified Trainer since 1995. He holds these certifications: Azure Solutions Architect Expert, Azure Administrator Associate, Azure Developer Associate, MCSE Data Management and Analytics, MCSE Cloud Platform and Infrastructure, and MCSD App Builder: Web Apps. Follow this trainer at: https://www.linkedin.com/in/trayhumphrey/ Skill Level: Intermediate to Advanced Learn How To: Create and manage Infrastructure-as-a-Service resources in Azure Create and manage Platform-as-a-Service resources in Azure Create and manage data platforms in Azure Manage user identity in Azure Learn about key Azure resources and workloads Who Should Take This Course: Any student pursuing the Microsoft Azure Solutions Architect Expert certification Any studen...
    Note: Online resource; Title from title screen (viewed July 15, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484271520
    Language: English
    Pages: 1 online resource (1 video file, approximately 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to avoid bad programming practices that create low-quality code that is difficult to maintain or test, and exhibits properties such as brittleness, low comprehensibility, and high defect density. This video takes a humorous slant on the typical programming practice manual by reversing the usual approach. Its approach is to jokingly assume that you wish to be an agent of chaos and sneak bad code into a software project in order to ruin its chances of success, or frustrate your colleagues by producing unreadable, error-prone garbage. Under this pretense, the video teaches how to avoid the kind of bad habits that introduce bugs or cause code contributions to be outright rejected. The bad practices are organised into topics that form the basis of programming (layout, variables, loops, etc.). At the end of each topic, a more serious voice chimes in temporarily to explain why the ‘advice’ just given is actually poor and suggests some better alternative practices. By sourcing classic programming guidebooks, empirical studies, and a range of coding conventions from some of the most successful software projects, this video explains the reasoning behind good programming practices. These topics form the basis of good programming style and are important for anyone embarking on a career in professional programming or wishing to contribute to a software project. Normally, beginner programmers learn these good practices by going through a period of making mistakes and learning from them. This video helps to shorten that learning process by teaching a core of good practices and will enable you to become a productive programmer faster. This video – Part 1 of the series – focuses on practices at the small scale, i.e. at the level of individual lines of code and fundamental constructs such as conditionals and loops. What You Will Learn Become a better coder by learning how (not) to program Choose your tools wisely Think of programming as problem solving Discover the consequences of a program’s appearance and overall structure Avoid bad habits and common mistakes See how poor error-handling makes for unstable programs Who This Video Is For You should have some practical programming knowledge (i.e. you can program in at least one programming language), but little to no professional experience. You are either still undergoing training in software development, or are at the beginning of your programming career. You have, at most, 1-2 years of professional...
    Note: Online resource; Title from title screen (viewed July 13, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801074803
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Master the fundamentals of Alteryx for data cleaning and data preparation. About This Video Grasp the fundamentals of Alteryx Clean and prepare data in Alteryx Derive insights from your data In Detail Alteryx is a data preparation and cleaning tool used mainly by data scientists to clean and prepare data. Its effectiveness lies in its user-friendly interface and variety of tools that can be used for data analysis. In this course, you'll learn the fundamentals of Alteryx and work on preparing and deriving insights from your data. You'll begin by getting an introduction to Alteryx and learn how to get your data into Alteryx. You'll learn how Alteryx cleans data in an efficient way, and how to use this to your advantage. You'll use tools such as 'union' and 'replace' to combine and clean your data, 'cross tab' and 'transpose' to pivot your data, and a host of additional useful tools to learn the dynamics of Alteryx. You'll also work on a case study to cement your knowledge of Alteryx. By the end of this course, you'll be a confident data scientist with the knowledge of Alteryx to clean and prepare your data in the best way possible.
    Note: Online resource; Title from title screen (viewed July 28, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 12 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A really great book for understanding and implementing GitOps! Matthieu Evrin, AddÉnergie Technologies GitOps and Kubernetes introduces a radical idea—managing your infrastructure with the same Git pull requests you use to manage your codebase. In this in-depth tutorial, you’ll learn to operate infrastructures based on powerful-but-complex technologies such as Kubernetes with the same Git version control tools most developers use daily. With these GitOps techniques and best practices, you’ll accelerate application development without compromising on security, easily roll back infrastructure changes, and seamlessly introduce new team members to your automation process. about the technology With GitOps you use the Git version control system to organize and manage your infrastructure just like any other codebase. It’s an excellent model for applications deployed as containers and pods on Kubernetes. about the book GitOps and Kubernetes teaches you how to use Git and the GitOps methodology to manage a Kubernetes cluster. The book interleaves theory with practice, presenting core Ops concepts alongside easy-to-implement techniques so you can put GitOps into action. Learn to develop pipelines that trace changes, roll back mistakes, and audit container deployment. what's inside Managing secrets the GitOps way Controlling access with Git, Kubernetes, and Pipeline Branching, namespaces, and configuration about the audience For developers and operations engineers familiar with continuous delivery, Git, and Kubernetes. about the authors Billy Yuen , Alexander Matyushentsev , Todd Ekenstam , and Jesse Suen are principal engineers at Intuit. They are widely recognized for their work in GitOps for Kubernetes. Vital for understanding what GitOps is, and what tools will get you there. JChris Viner, Forged Development How to deliver operational excellence through industry-level practices. Satej Sahu, Honeywell This book takes two massively complex topics and breaks them down into understandable and approachable tools. Samuel Brown, Expel NARRATED BY JULIE BRIERLEY
    Note: Online resource; Title from title screen (viewed February 25, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Storing, processing, and moving data in the cloud efficiently and cost-effectively is a must for working with today’s enormous datasets. Data lakes answered the problem of silos found in many data warehouses. But as the pendulum swings back, there's a growing need for an additional solution that combines the strengths of both models, a need that’s led to the emergence of the data lakehouse. But with the number of data storage systems available, it can be hard to figure out which option is right for you. In this event, you'll gain insights on how to increase the scalability, speed, and availability of your data, along with best practices for utilizing your data warehouse, data lake, or data lakehouse. Join in to learn how to make the right decisions for your particular use case. What you’ll learn and how you can apply it Get an overview of the latest technologies for storing and managing your data Learn how to build a performant and scalable data lake Explore design considerations to make your data warehouse robust and reliable Discover the full management, storage, and analytics capabilities of a data lakehouse Understand how to apply data observability principles for your data lake This course is for you because… You need to know the latest trends in storing, processing, and managing data. You want to improve the scalability, speed, and availability of your data. You work with a variety of data sources that need to be pulled together and analyzed. You want to better understand the systems that you already use and learn how to take full advantage of their capabilities. Recommended follow-up: Read Automating the Modern Data Warehouse (report) Read The Enterprise Big Data Lake (book) Read What Is a Data Lake? (report)
    Note: Online resource; Title from title screen (viewed August 10, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801071413
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Perform data science with KNIME. Learn how to do data cleaning, AI machine learning, ETL, and data preprocessing with KNIME About This Video No coding required Solve data cleaning challenges together and enhance your basic KNIME skills Learn the fundamentals for NLP tasks in KNIME using only KNIME nodes In Detail Data cleaning is always a big hassle, especially if we are short on time and want to deliver crucial data analysis insights to our audience. KNIME makes the data prep process efficient and easy. With KNIME, you can use the easy-to-use drag-and-drop interface, if you are not an experienced coder. But if you know how to work with languages such as R, Python, or Java, you can use them as well. This makes KNIME a truly flexible and versatile tool. In this course, we will learn how to use additional helpful KNIME nodes not covered in the other two classes. Solve data cleaning challenges together for different datasets. Use pre-trained models in TensorFlow in KNIME (involves Python coding). Also, learn the fundamentals for NLP tasks (Natural Language Processing) in KNIME using only KNIME nodes (without any additional coding). By the end of this course, you will be able to use KNIME for data cleaning and data preparation without any code. Who this book is for This course is designed for aspiring data scientists and data analysts who want to work smarter, faster, and more efficiently. This course is also for anyone who wants to learn how to effectively clean data or encounter various data issues (for example, format) in the past and is looking for a solid solution, and who is familiar with KNIME as no basics are covered in this course. Basic knowledge of machine learning is certainly helpful for the later lectures in this course. Note: Tableau Desktop and Microsoft Power BI Desktop are optional.
    Note: Online resource; Title from title screen (viewed August 24, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 5 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: AI is poised to enter into our daily lives on a much bigger scale than ever before, touching everything from education to medicine to entertainment. While the advent of this technology may liberate us from routine work, it will also challenge the current principles of our economic and social order and bring new risks in the form of autonomous weapons and smart technology that inherits human bias. In this edition of Meet the Expert with Kai-Fu Lee—celebrated AI pioneer, former president of Google China, and best-selling author of AI Superpowers—joins in conversation with Tim O’Reilly. They explore predictions from Dr. Lee’s new book, AI 2041: Ten Visions for Our Future, written with science fiction author Chen Qiufan, and discuss how current AI technologies, such as deep learning, computer vision, robotics, autonomous driving, and natural language processing, can give insight to future advances and challenges that will have far reaching impacts across the globe. Recorded on September 9, 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 September 9, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Microsoft Press | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 42 min.)
    Edition: 1st edition
    Keywords: Streaming video ; Internet videos ; Electronic videos ; local ; Electronic videos ; Vidéos sur Internet ; streaming video ; Internet videos ; Streaming video ; Vidéo en continu
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 8+ Hours of Video Instruction Prepare for Microsoft Exam DA-100 and demonstrate your mastery of Power BI data analysis and visualization. This Exam DA-100: Analyzing Data with Microsoft Power BI video is designed for data analysts responsible for designing scalable data models, cleaning and transforming data, and presenting analytic insights through data visualizations using Power BI. This video focuses on the skills measured by the exam objectives, as updated by Microsoft on July 29, 2021. Prepare the data Model the data Visualize the data Analyze the data Deploy and maintain deliverables Using his years of experience teaching Power BI to a variety of learners, Microsoft Certified Trainer Chris Sorensen explains how to optimize Power BI features and functions and prepares you for what to expect on the DA-100 exam. In his engaging style grounded in real-world scenarios, Chris gives you insights to navigate and build effective Power BI solutions, quickly and effectively. With Chris as your guide, you are well-equipped to advance in your career as a data analyst. About the Instructor Chris Sorensen, CPA, CGA , is the Founder and President of Iteration Insights, a tech-enabled data analytics solutions provider based in Calgary, Alberta. He is a Microsoft Certified Data Analyst Associate and Microsoft Certified Trainer with a combined 20+ years of industry and teaching experience. In his career, he has led numerous Analytics projects in more than 15 industries across small to enterprise-sized organizations. As an adjunct instructor of the Business Intelligence program at SAIT, he plays a significant role in shaping new talent in Calgary’s emerging tech sector. Following his lifelong learning approach, Chris also coordinates both Power Platform and Azure Analytics User Groups, providing a space dedicated to knowledge-sharing and growing Alberta’s tech community. His favorite hashtag is #neverstoplearning. Skill Level Intermediate Who Should Take This Course Certification candidates preparing for Exam DA-100: Analyzing Data with Microsoft Power BI Data analysts who want to use Microsoft Power BI to maximize their data asse...
    Note: Online resource; Title from title screen (viewed August 11, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801079976
    Language: English
    Pages: 1 online resource (1 video file, approximately 18 hr., 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn the basics of HTML, CSS, and JavaScript in 50 days by working on 50 different projects About This Video Project-based teaching to sharpen your HTML, CSS, and JavaScript skills DOM manipulation, events, array methods, HTTP requests, and more Modern styling with flexbox, CSS animations, custom properties, and so on In Detail This is a purely project-based course. It is geared toward beginners, but intermediate developers can also enjoy creating new things. This course includes 50 mini projects in HTML, CSS, and JavaScript that relate to the DOM (Document Object Model). Here is a list of what we will create in this course: Expanding Cards Progress Steps Rotating Navigation Animation Hidden Search Widget Blurry Loading Scroll Animation Split Landing Page Form Wave Sound Board Dad Jokes Event Keycodes FAQ Collapse Random Choice Picker Animated Navigation Incrementing Counter Drink Water Movie App Background Slider Theme Clock Button Ripple Effect Drag N Drop Drawing App By the end of this course, you will be thorough with the basics and concepts in HTML, CSS, and JavaScript. Who this book is for This course is for beginner and intermediate web developers who want to build fun and unique projects with HTML, CSS, and JavaScript.
    Note: Online resource; Title from title screen (viewed August 27, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    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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  • 64
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781803242866
    Language: English
    Pages: 1 online resource (1 video file, approximately 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Dive into Kano Analysis and prioritize customer needs About This Video Master the ability to systematically identify and prioritize your customer requirements Specialize your skills in exploring your customer’s stated and latent needs Acquire the knack to delight your customers and make them your raving fans for a lifetime In Detail With increasing competition and constantly changing customer requirements, it has become exceedingly important to learn the art and science of prioritizing the most important needs and requirements of your customers. Kano Analysis is a unique tool that has a structured approach to understand these customer requirements, translate those needs/requirements into specific categories, and prioritize them. This tool is extensively used by Six Sigma Green Belts and Black Belts in their Lean Six Sigma projects. Kano Analysis is most effective in the Define Phase of any Six Sigma Green Belt or a Six Sigma Black Belt project. In the Define Phase, the Green Belt or the Black Belt looks for pain areas of the business process. When Kano Analysis is used, it helps understand customer requirements and provides a laser-sharp focus on only those requirements that your customers care about. This tool can also be used as a standalone tool that is independent of a Six Sigma project. If you want to thrive in today’s competitive environment, you must make your customers your raving fans. This is only possible when you focus and deliver exactly what your customer wants. Kano Analysis is the only tool that helps you identify what your customers exactly want.
    Note: Online resource; Title from title screen (viewed June 28, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    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.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 34 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: AWS Solutions Architect Certification In ONE HOUR!
    Note: Online resource; Title from title screen (viewed January 14, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801072823
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 hr., 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Master the key networking protocols and understand how computer networks work and communicate with each other About This Video Get to grips with Internet Protocol (IP) addressing, network masks, subnets, and subnetting Learn how to perform analysis of different protocols and Transmission Control Protocol/Internet Protocol (TCP/IP) layer headers Discover how computer networks operate on different layers In Detail Do you want to learn the basics and advanced concepts of computer networking? Do you want to prepare for the Cisco Certified Network Associate (CCNA) exam? With this course, you will learn the basic and advanced concepts of computer networking from scratch. The course starts with Transmission Control Protocol/Internet Protocol (TCP/IP) and Open Systems Interconnection (OSI) models, explaining how different hosts communicate with each other. Next, you will become familiar with networking layers, such as physical, data link, network, transport, and application. Once you have gained the knowledge of layers, you will move towards exploring the concepts of routing and learn the difference between private and public IP addresses. Next, you will discover the purpose of Network Address Translation (NAT) in networking and understand the Dynamic Host Configuration Protocol (DHCP) and Domain Name System (DNS) protocols in detail. By the end of this course, you will have gained a solid understanding of computer networking and network devices and will have developed the skills to pass the Cisco Certified Network Associate (CCNA) exam.
    Note: Online resource; Title from title screen (viewed January 22, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to use AWS in one Hour
    Note: Online resource; Title from title screen (viewed January 9, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801077613
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A comprehensive and concise course to master the fundamentals of Python programming About This Video Gain a solid understanding of the fundamentals of Python 3 Become comfortable in using Python datatypes, functions, packages, and modules Apply your learning to write and run simple Python scripts from the Linux terminal In Detail With Python, you can build applications, such as Google, Instagram, Spotify, and Reddit. But to make such applications, you should have a strong knowledge of the fundamentals of Python. This course will be your step-by-step guide to master the fundamentals of Python programming. The course starts by walking you through the process of setting up a Python development environment. Next, you will get an overview of the versions and history of Python programming and write a simple "Hello World" program to understand the structure of Python code. Moving along, you will get a detailed understanding of Python variables, datatypes, built-in functions, conditional statements, and loops. Next, you will learn how to work with lists, tuples, sets, dictionaries, strings, functions, modules, and packages in Python. Later, you will learn to debug your Python program, work with files, and learn how to handle exceptions. Next, you will learn how to use the numbers and date and time functions in Python programs and study the concepts of package management. Finally, you will learn to create, activate, and deactivate Python virtual environments and get an overview of comprehensions and decorators. By the end of this course, you will have gained the knowledge and skills of all the basic concepts of Python programming and will be ready to take up advanced Python concepts.
    Note: Online resource; Title from title screen (viewed January 19, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801073998
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 55 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Discover how to use Puppet 6 for handling multiple application servers About This Video Become familiar with the installation process of Puppet 6 server and agent Work with default environments and create your new environment Get to grips with Puppet templates and Puppet Bolt In Detail With Puppet, you can configure many servers and automate your IT configuration easily and efficiently. This video course shows you how to be a master in using Puppet 6. This course helps you to install and setup Puppet 6 on your machines. You will also be able to configure the hostname entry, JVM, and perform time synchronization. Next, you will be introduced to Puppet manifests and learn how to work with the default environment and create a new environment. Moving along, you will install modules in different locations, create modules, and learn the best practices required to use conditional statements in Puppet. Towards the end, you will discover templates in Puppet 6 and learn how to deploy agents to new systems using the Bolt tool. By the end of this course, you will be well-versed with Puppet and will develop the skills needed to configure systems centrally from your Puppet server.
    Note: Online resource; Title from title screen (viewed January 18, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801074704
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Master the basic concepts of data science and machine learning and learn how to implement these concepts successfully in the real-world About This Video Learn the fundamentals of data science, machine learning, and data mining Learn interesting techniques to evaluate a machine learning model Discover the best practices to solve real-world problems using machine learning In Detail Machine learning is the key to development in many areas, such as IT, security, marketing, automation, and even medicine. Without machine learning, it is impossible to build intelligent applications and devices, such as Alexa, Siri, and Google Assistant. This course will help to get familiar with data science and machine learning. The course starts with an introduction to data science, explaining different terms associated with it. You will also become familiar with machine learning and data science modeling and explore the key differences between model parameters and hyperparameters. Next, you will become familiar with the concepts of machine learning models, such as linear regression, decision trees, random forests, neural networks, and clustering techniques. Towards the end, you will learn how to evaluate machine learning models and learn the best practices to succeed in your data scientist role. By the end of this course, you will have a solid understanding of data science and machine learning fundamentals.
    Note: Online resource; Title from title screen (viewed January 18, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Traditional rule-based data quality management methodology is costly and hard to scale in the big data environment. It requires subject matter experts within business, data and technology domains. Machine learning techniques for data quality management enable cost-effective and scalable ways to manage data quality for a large amount of data. This presentation will discuss a use case that demonstrates how machine learning techniques can be used in data quality management on a big data platform in the financial industry. Join us for this edition of Meet the Expert with Jennifer Yang to learn how machine learning techniques can be used in the data quality management processes in the financial industry. Jennifer will describe: Results of applying various machine learning techniques in the four most commonly defined data validation categories will be presented. Approaches to operationalize the machine learning data quality management solution. Lessons learned will be discussed to help the audience take on their own data quality management journey using machine learning techniques. 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 January 20, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    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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    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    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.
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    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 21 hr., 55 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: 20+ Hours of Video Instruction Overview CCNP Enterprise Advanced Routing ENARSI 300-410 Complete Video Course is a comprehensive training course that brings Cisco ENARSI exam topics to life, making learning these foundational networking topics easy and fun. Expert network engineers Brad Edgeworth and Brad Riapolov walk you through the full range of topics on the Cisco ENARSI exam, including Layer 3 routing, VPN technologies, infrastructure security, and infrastructure services. This unique product gives you the knowledge and skills you need to deploy and troubleshoot advanced routing technologies and services. It combines video instruction with live CLI configuration and troubleshooting demonstrations and provides you with hands-on lab activities. Practicing the lessons that you have learned with hands-on labs helps reinforce the concepts that are being taught. This course includes instructor-developed Cisco Modeling Labs (CML) topology files that correlate with the lab exercises that they demonstrate. This enables you to load the topology files into your CML instance and follow along with the instructor to ensure that you understand the concepts being taught. Note: To download the CML files, go to www.pearsonitcertification.com/title/9780136582892 and click the Downloads tab. The videos and exercises contained in this product provide more than 20 hours of instruction. Modules are divided into easy-to-digest lessons and sublessons. Designed to take you inside advanced routing concepts in a unique and interactive way, CCNP Enterprise Advanced Routing ENARSI 300-410 Complete Video Course is guaranteed to help you master the foundational networking topics that will help you succeed on the exam and on the job. About the Instructors Brad Edgeworth , CCIE No.31574 (R&S and SP), is a systems architect at Cisco Systems. Brad is a distinguished speaker at Cisco Live, where he has presented on various topics. Before joining Cisco, Brad worked as a network architect and consultant for various Fortune 500 companies. Brad’s expertise is based on enterprise and service provider environments, with an emphasis on architectural and operational simplicity. Brad holds a bachelor of arts degree in computer systems management from St. Edward’s University in Austin, Texas. Brad can be found on Twitter as BradEdgeworth. Brad Riapolov , CCIE No. 18921 (R&S), is a technical solutions architect at Cisco Systems. Before joining Cisco in 2008, Brad designe...
    Note: Online resource; Title from title screen (viewed January 19, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801073363
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understand the features of Alteryx and learn how to automate boring manual data cleaning and data analysis tasks About This Video Become familiar with all the latest tools and features of Alteryx Learn how to use Alteryx for creating a smart solution workflow for data cleaning and data analysis Consolidate your learning by working on interesting real-world case studies In Detail Do you want to perform data cleansing and data analysis at jet speed? This course will show you how you can do data cleaning and data analysis a smooth and less time-consuming task using Alteryx. The course starts with an introduction to Alteryx, explaining its installation process and user interface. Next, you will learn how to get data and update existing data from Excel and Comma Separated Value (CSV) files using the In/Out tool in Alteryx. Moving along, you will learn to use the Preparation tab for data cleansing and filtering and find out the role of the Join tab in Alteryx. Next, you will learn to work with the Parse and Transform tabs and learn how to use the Reporting tab in Alteryx. Finally, you will study the tools under the Documentation tab, such as comment, explorer, and container, and go through some interesting case studies to encapsulate your learning. By the end of this course, you will be able to use Alteryx for your data cleaning and data analysis needs in the real world.
    Note: Online resource; Title from title screen (viewed January 15, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to do Data Science with Python, Pandas and Colab Notebook in one hour! This video lesson takes you through a Covid-19 Dataset from the NyTimes and shows you how to explore it. The libraries involved include: Pandas, Colab, Plotly, sklearn, numpy and matplotlib. A suggested structure for Data Science projects is included: Ingest, EDA, Modeling and Conclusion. Finally, the course wraps up with how to integrate Cloud based business analytics including the following tools. AWS Cloud9, IPython, AWS Rekognition, AWS Translate and AWS Comprehend. These solutions are explored with both boto3 and the AWS Console. Follow along with the Github Resource: https://github.com/paiml/minimal-python/blob/master/Chapter7_data_science.ipynb
    Note: Online resource; Title from title screen (viewed February 6, 2021) , Mode of access: World Wide Web.
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  • 78
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    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.
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  • 79
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801079846
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 7 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn project management in the most effective and easy way, through visually seeing every concept About This Video Learn project management through simple pictures and visual illustrations to remember better Gain an understanding of the best practices of project management Learn to create project artifacts during the different phases of the project In Detail In this course, we will begin by understanding the basics of project management and some fundamental concepts related to it. We will then learn how to master the coordination of all elements by understanding expert techniques of integration management, such as project charter, project management plan, and integrated change control. Managing all stakeholders involved in a project is a crucial aspect of project management. In this course, we will learn how to manage key stakeholders effectively, thus reducing the risk involved in the project. Any project is bound to meet obstacles if the scope of the project is not identified correctly before the project commences. This course teaches you the best practices to identify the scope correctly and manage schedules, such that your project does not overshoot its costs. Finally, you will learn how to plan your project such that the quality of the project is not compromised and all risks are accounted for before the project begins. By the end of this course, you will be able to pick up any project and apply industry best practices, and move the project towards completion.
    Note: Online resource; Title from title screen (viewed February 25, 2021) , Mode of access: World Wide Web.
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  • 80
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    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.
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  • 81
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801077088
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to create amazing animations using SwiftUI with the help of easy, intermediate, and advanced projects. About This Video Become familiar with the SwiftUI framework Discover how to use Xcode 12 and iOS 14 with SwiftUI Get ready to create stunning animations for your applications with SwiftUI In Detail Do you want to create eye-catching animations with SwiftUI that can be easily incorporated into your applications? This course teaches you how to create animations of your choice using SwiftUI. The course starts with an introduction to SwiftUI, explaining the differences between declarative and imperative programming. Moving along, you will discover the role of stacks, text modifiers, and image modifiers in SwiftUI. Next, you will learn to work on interesting projects, such as animating a weather graph with data, animating different shapes, creating an ocean wave, and creating a Wi-Fi loading animation. By the end of this course, you will be able to create smooth and engaging animations with SwiftUI using Xcode 12 and iOS 14.
    Note: Online resource; Title from title screen (viewed January 20, 2021) , Mode of access: World Wide Web.
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  • 82
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    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.
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  • 83
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    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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  • 84
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801071154
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: A simple guide to advanced SAS programming to help you master data analysis and prepare for advanced SAS certification exams. About This Video Learn how to use powerful SAS procedures that reveal amazing insights within your data Extract, analyze, and visualize data by building powerful SQL queries in SAS Prepare for advanced SAS certification exams In Detail For over 20 years, SAS has been the programming language of choice in many industries such as pharma, finance, and insurance, thanks to its ability to handle large amounts of data and its powerful analytics and visualization capabilities. As powerful as SAS programming is, it is also incredibly accessible. This course is designed to strengthen your existing knowledge of SAS so that you can use SAS procedures to reveal amazing insights within your data. While the course is an accelerated path to learning advanced SAS programming designed for advanced users, its visual and immersive style of delivery will help you not just comprehend the concepts easier and faster but retain them as well. The first section of the course teaches you how to build powerful code using SAS Macros. That way, you can significantly reduce your coding lines to make your code reusable and efficient. The second section will teach you how to combine the power of SAS and SQL in one procedure called PROC SQL. You will use SAS University Edition, which is free to download and install on a PC or Mac. By the end of this course, you will be able to build complex SAS programming code using macros, write powerful SQL queries in SAS to extract, analyze, and visualize data, and prepare for advanced SAS certification exams.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
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  • 85
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    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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  • 86
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on software architecture with Neal Ford and test.ai chief scientist Tariq King, 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 Tariq anything you want about architecture or their own career journeys. They’ll spend a few minutes covering the trends in artificial intelligence 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 Explore the uses of AI in your architecture What’s coming next with software architecture This training course is for you because... You want the chance to ask Neal Ford and Tariq King your questions around the synergy between architecture and AI. You want to better understand how AI will impact your business architecture. Prerequisites Come with your questions for Neal Ford and Tariq King Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Grokking Artificial Intelligence Algorithms (book) Read Building Event-Driven Microservices (book) Attend Software Architecture Superstream Series: Software Architecture Fundamentals (APAC) —March 18, 2021 Attend Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford) Attend Artificial Intelligence: AI for Business (live online training course with Alex Castrounis)
    Note: Online resource; Title from title screen (viewed March 9, 2021) , Mode of access: World Wide Web.
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  • 87
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    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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  • 88
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801073271
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the process of full-stack web development from beginning to end About This Video Learn how to build the front-end of the blog using the power of Angular 11 and Bootstrap Become familiar with the process of building the API layer of the blog using ASP.NET Core Discover how SQL Server and SQL Server Management Studio are used to build a reliable back-end In Detail Do you want to learn how to build the back-end, Application Programming Interface (API), and front-end web application using full-stack technologies? This course will teach you the skills and give you the confidence to build a real-world blog from scratch using the full-stack technologies that are commonly used by Microsoft, Google, and Twitter. The course starts with an introduction to the technologies and libraries that you will use to build the blog. Next, you will set up the environment by installing SQL Server 2019, SQL Server Management Studio, Visual Studio Code, Git, Node.js, and Postman. Moving along, you will learn to prepare the blog outline by sketching out the needed pages and identifying standalone components, endpoints, and database actions. Next, you will build a solid back-end using Structured Query Language (SQL) for storing the blog content and discover the process of building the API layer using ASP.NET Core and Visual Studio. Towards the end, you will learn to build your blog’s front-end using Angular 11 and Bootstrap. By the end of this course, you will have developed all the essential skills needed to build a full-stack blogging web application from scratch.
    Note: Online resource; Title from title screen (viewed January 27, 2021) , Mode of access: World Wide Web.
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  • 89
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    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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  • 90
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    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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  • 91
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    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.
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  • 92
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    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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  • 93
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Distribute the load of Jenkins builds with a remote Docker instance or Kubernetes server in this 1-hour long tutorial Topics include: * Configure a remote Docker instance to interact with the master Jenkins server * Modify an existing job to use Docker to do builds using labels * Setup a remote kubernetes instance to connect to Jenkins with JNLP * Use the right container image to connect back to Jenkins as a remote container node
    Note: Online resource; Title from title screen (viewed March 12, 2021) , Mode of access: World Wide Web.
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  • 94
    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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  • 95
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    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.
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  • 96
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801072274
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 7 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn reinforcement learning from scratch. About This Video Gain an understanding of all theoretical concepts related to reinforcement learning Master learning models such as model-free learning, Q-learning, temporal difference learning Model the uncertainty of the environment, environment stochastic policies, and environment value functions In Detail Although introduced academically decades ago, the recent developments in the field of reinforcement learning have been phenomenal. Domains such as self-driving cars, natural language processing, healthcare industry, online recommender systems, and so on have already seen how RL-based AI agents can bring tremendous gains. This course will help you get started with reinforcement learning first by establishing the motivation for this field and then covering all the essential topics, such as Markov Decision Processes, policy and rewards, model-free learning, temporal difference learning, and so on. Each topic is accompanied by exercises and complementing analysis to help you gain practical and tangible coding skills. By the end of this course, not only will you have gained the necessary understanding to implement RL in your projects but also implemented an actual Frozenlake project using the OpenAI Gym toolkit.
    Note: Online resource; Title from title screen (viewed February 26, 2021) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    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.
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  • 98
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Jaime Levy literally wrote the book on UX strategy. In this Meet the Expert, she highlights the latest features covered in the just-released second edition of UX Strategy as she takes you through UX and product strategy theory. Whether you're a UX designer, product manager, or entrepreneur, you’ll get a high-level overview of product strategy techniques—from simple to advanced—that you can put to work right away. Recorded on April 15, 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 April 15, 2021) , Mode of access: World Wide Web.
    Library Location Call Number Volume/Issue/Year Availability
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  • 99
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    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 Kubernetes with Sam Newman and Katie Gamanji, the ecosystem advocate for the CNCF. They’ll discuss how to manage some of the complexity in your Kubernetes cluster and share fascinating aspects of the discipline, interesting convergence areas, and insights intended to help you learn how to approach the most challenging aspects of building and managing evolving software needs. This is your chance to ask Sam and Katie anything you want about Kubernetes and their own career journeys. They’ll spend a few minutes covering the trends that are influencing infrastructure and operations, 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 why Kubernetes is needed Discover how to manage the complexity in your Kubernetes cluster See what’s coming next for infrastructure and ops This training course is for you because... You want the chance to ask Sam Newman and Katie Gamanji your questions around working using Kubernetes tools. You’re looking for ways to use Kubernetes to support your production goals. You want to become well-versed in the foundations and best practices of pipeline creation and deployment. Prerequisites Come with your questions for Sam Newman and Katie Gamanji Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up Read Kubernetes: Up and Running , second edition (book) Read Programming Kubernetes (book) Read Kubernetes Best Practices (book) Take Kubernetes in 3 Weeks: Parts I and II (live online training course with Jonathan Johnson) Take Building and Managing Kubernetes Applications (live online training course with Sébastien Goasguen)
    Note: Online resource; Title from title screen (viewed April 14, 2021) , Mode of access: World Wide Web.
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  • 100
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801076364
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn Tableau from scratch and ace the Tableau Desktop Specialist exam with the two included full-length practice tests along with additional hands-on and theoretical quizzes About This Video Create stunning visualizations of data using basic charts Build dashboards that help you easily access and compare data Showcase information by providing context and narratives using the story feature In Detail Visualizations provide us with a clearer understanding of data in a shorter span of time. They prove to be a powerful tool to make analyses and identify patterns. They also form an integral part of data storytelling by helping in creating narratives. Tableau’s remarkable visualization capabilities make it a popular choice for data visualization. In this course, we will learn about Tableau, right from the very beginning, and work ourselves through the different capabilities of Tableau. We’ll start by familiarizing ourselves with the software and understanding the basic concepts of Tableau. We then move on to exploring and analyzing data. We’ll look at the various charts that can be used to present several types of data and we can use Tableau easily to create such visualizations. We’ll learn how to effectively present these visualizations using dashboards and stories. Finally, we will go over some exam tricks and tips that will help us prepare for the Tableau Specialist exam.
    Note: Online resource; Title from title screen (viewed March 23, 2021) , Mode of access: World Wide Web.
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