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  • Englisch  (10)
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  • 1
    Online-Ressource
    Online-Ressource
    [Place of publication not identified] : Pragmatic AI Solutions
    Sprache: Englisch
    Seiten: 1 online resource (1 video file (1 hr., 38 min.)) , sound, color.
    Ausgabe: [First edition].
    DDC: 005.1
    Schlagwort(e): Application software Development ; Cloud computing ; Instructional films ; Nonfiction films ; Internet videos
    Kurzfassung: GitHub Codespaces Course A full introduction to Codespaces with practical examples This course will show you everything you need to know to be productive using GitHub Codespaces , a service that allows you to run a configurable development environment with one-click launch with a remote compute in the cloud. Being able to run Visual Studio Code in the cloud for any project with a pre-configured environment is going to allow you to concentrate on the learning if you are student, the teaching if you are a professor, or being plain productive if you are already a technologist. Learning Objectives This course goes through some of the basics of using default Codespaces environments, but it also goes into configuring environments to take advantage of its best features, including: Learning about Codespaces uses and how it fits for learning, teaching, or working in projects Running default Codespaces and configuring it in your GitHub account Configuring Codespaces for different development environments Applying practical examples in Codespaces environments using Docker, Python, and many other tools About your instructor Alfredo Deza has over a decade of experience as a Software Engineer doing DevOps, automation, and scalable system architecture. Before getting into technology he participated in the 2004 Olympic Games and was the first-ever World Champion in High Jump representing Peru. He currently works in Developer Relations at Microsoft and is an Adjunct Professor at Duke University. This solid background in technology and teaching, including his experience creating courses with Codespaces is seen throughout this course, where you will get a first-hand experience with practical examples as well as applicable configuration for any development environment. Resources Python Bootcamp Pytest Master Class Practical MLOps book What is GitHub Codespaces Azure Codespaces Template.
    Anmerkung: Online resource; title from title details screen (O'Reilly, viewed September 27, 2022)
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  • 2
    Online-Ressource
    Online-Ressource
    [Place of publication not identified] : Pragmatic AI Solutions
    Sprache: Englisch
    Seiten: 1 online resource (1 video file (6 min.)) , sound, color.
    Ausgabe: [First edition].
    DDC: 005.117
    Schlagwort(e): Python (Computer program language) ; Application software Development ; Python (Langage de programmation) ; Logiciels d'application ; Développement ; Application software ; Development ; Python (Computer program language) ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Kurzfassung: What does the Yield keyword do in Python? This video covers the basics so you can understand what yield is, what is a generator, and why is it different than any other iterable in Python A yield keyword makes a function a lazy iterable. Producing values one at a time. The function becomes a generator, so when called, the code will not execute. A generator is a function that uses the yield keyword. This function is an iterable that produces values one at a time, or does a lazy production of values. I'll use a Jupyter Notebook that you can use to follow along with practical examples that will show you what are some of the key differences and when or why you would use the yield keyword. In this video you will learn: What is an iterable and how is it different from using yield? What does yield do to a function? What is a Python generator Potential uses for a Python generator like infinite results Useful Resources GitHub repository with examples Build Python applications from scratch Try Azure for Free Introduction to Azure Databricks.
    Anmerkung: Online resource; title from title details screen (O'Reilly, viewed March 21, 2022)
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  • 3
    Online-Ressource
    Online-Ressource
    [Place of publication not identified] : Pragmatic AI Solutions
    Sprache: Englisch
    Seiten: 1 online resource (1 video file (19 min.)) , sound, color.
    Ausgabe: [First edition].
    DDC: 005.3
    Schlagwort(e): Application software Development ; Cloud computing ; Microsoft Azure (Computing platform) ; Instructional films ; Nonfiction films ; Internet videos
    Kurzfassung: MLOps deployment to Azure Container Apps Take advantage of insta-scaling for live inferencing Learn how to deploy an ML container with FastAPI and deploy it to Azure Container Apps with GitHub Actions. This repository gives you a good starting point with a Dockerfile, GitHub Actions workflow, and Python code that already works for generating text using GPT-2 with HuggingFace Transformers. First, you'll go through an architectural overview of the end-result, then you will go through every configuration item needed to set the automation right between Azure and GitHub Actions and the GitHub Container Registry. Finally, you'll see how to deploy and find a few crucial requirements needed for everything to work, like ingress ports and setting the right amount of RAM and CPU. Learn Objectives In this video lesson, I'll go over the details with an example repository you can use for reference including the following learning objectives: Use GitHub Container Registry to push a built container Use the Azure CLI in a GItHub Action to authenticate to Azure How to generate an Azure Service Principal and a Personal Access Token to authenticate Configure Azure Container Apps to correctly serve a model with enough resources Look at deployment logs to ensure things are working right Resources Example repository Practical MLOps book MLOps Maturity Model Packaging ML models MLOps packaging: HuggingFace and Docker MLOps packaging: HuggingFace and Azure Container Registry.
    Anmerkung: Online resource; title from title details screen (O'Reilly, viewed July 12, 2022)
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  • 4
    Online-Ressource
    Online-Ressource
    [Place of publication not identified] : Pragmatic AI Solutions
    Sprache: Englisch
    Seiten: 1 online resource (1 video file (17 min.)) , sound, color.
    Ausgabe: [First edition].
    DDC: 005.3
    Schlagwort(e): Application software Development ; Cloud computing ; Microsoft Azure (Computing platform) ; Instructional films ; Nonfiction films ; Internet videos
    Kurzfassung: MLOps packaging: HuggingFace and Azure Container Registry Use automation to package models Learn how to package a HuggingFace GPT2 model for text generation using automation with MLOps and pushing the result to Azure Container Registry. With just a little bit of Python and FastAPI you can have a powerful text generation API that is self-documented! Learn Objectives In this video lesson, I'll go over the details with an example repository you can use for reference including the following learning objectives: Create a FastAPI application with HuggingFace Interact with the model with HTTP from a container using FastAPI Containerize the application using GitHub Actions Create repository secrets to login and push to Azure Container Registry Resources Example repository Practical MLOps book MLOps Maturity Model Packaging ML models.
    Anmerkung: Online resource; title from title details screen (O'Reilly, viewed July 6, 2022)
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  • 5
    Online-Ressource
    Online-Ressource
    [Place of publication not identified] : Pragmatic AI Solutions
    Sprache: Englisch
    Seiten: 1 online resource (1 video file (48 min.)) , sound, color.
    Ausgabe: [First edition].
    DDC: 004.67/82
    Schlagwort(e): Windows Azure ; Cloud computing ; Application software Development ; Instructional films ; Nonfiction films ; Internet videos
    Kurzfassung: Deploy a containerized web app to Azure There are many services out there that allow you to deploy a container to the cloud. Although a straightforward operation, it is critical to understand how to create a robust automation deployment system. This course will create a Python Flask application from scratch, will containerize it, set the automation for it and then deploy it to Azure. This course lays out the foundations for creating more powerful containerized applications beyond the simple examples. You can add a Machine Learning model into the container and the end result would be the same: a robust deployment system that can get changes quickly onto Azure with any changes to the main branch. The continuous deployment system is a game changer as a skill set, making you a far more valuable engineer. In this video you will learn: Create a Python Flask application for containerization Use a Dockerfile to create the Flask container Use GitHub Actions to automatically deploy the container after a pull request or changes to the main branch Push your container to the GitHub container registry from the GitHub repository Create the web app on the Azure portal and connect it to GitHub Actions Host the containerized Python Flask application on Azure Debugging techniques for broken containers and other common errors like incorrect ports Useful Resources GitHub repository with sample code Free Azure Certification for Students Try Azure for Free AZ-900 Azure Fundamentals reference guide Azure SAMBA file share Azure Remote Compute for VSCode.
    Anmerkung: Online resource; title from title details screen (O'Reilly, viewed May 10, 2022)
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  • 6
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 3 hr., 39 min.)
    Ausgabe: 1st edition.
    DDC: 006.3/1
    Schlagwort(e): Streaming video ; Internet videos ; Vidéo en continu ; Vidéos sur Internet ; streaming video ; Internet videos ; Streaming video ; Electronic videos
    Kurzfassung: Join us for an event focused on the many aspects of designing, deploying, and maintaining responsible AI. Event chair and responsible AI expert Rumman Chowdhury offers overarching context, stitching together shorter tech talks and conversations with industry leaders. What you'll learn and how you can apply it Discover what responsible AI includes (and what it doesn't) See what responsible AI looks like in action, from data to deployment to debugging Learn how to debug your ML model Explore real-world applications of responsible AI Understand what industry leaders think about when they think about responsibility This course is for you because... You're a machine learning engineer or data scientist interested in responsible AI. You're engaged in conversations about ethics and AI. You're wondering how to improve your own AI and machine learning. You're responsible for implementing fair or ethical AI practices in your role or project and looking for hands-on examples. Recommended follow-up: Read Responsible Machine Learning (report) Read AI and the Law (report) Read Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow (book)
    Anmerkung: Online resource; Title from title screen (viewed June 16, 2021)
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  • 7
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Take Control Books | Boston, MA : Safari
    ISBN: 9781947282445
    Sprache: Englisch
    Seiten: 1 online resource (229 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Mac OS ; Application software Development ; Electronic books ; local ; Electronic books ; Mac OS ; Logiciels d'application ; Développement ; Application software ; Development
    Kurzfassung: In macOS 10.15 Catalina, Apple finally did away with iTunes. In its place are three new apps-Music, TV, and Podcasts-with audiobooks now handled by the Books app and syncing of mobile devices handled by the Finder. Where once iTunes was an all-purpose media hub, now you may use up to five apps to accomplish the same things. The new apps also add more features (while, sadly, removing a few things too). Take Control of macOS Media Apps is your guide to this new, post-iTunes world. Kirk McElhearn, whose earlier books on iTunes 10, 11, and 12 collectively sold nearly 14,000 copies, is back with a new book that shows you how to manage your music, videos, podcasts, and audiobooks in Catalina. Whether you just want to play your media, or you want to go deeper with special features like Genius, Shuffle, Up Next, Apple Music, and iTunes Match, this comprehensive guide has the answers you need. Kirk also looks at various ways of bringing audio and video into Apple's media apps, tagging songs and videos so you can find them more easily later, creating playlists, sharing your library over a home network, and syncing media with your iPhone, iPad, or iPod. The book covers how to: Play Music: Learn the basics of playing audio (and even music videos) in the Music app. You'll also find tips on making quick playlists with Genius and Up Next, learn the best ways to search for the music you want to hear, stream music to other devices in your home, and view lyrics while tunes play. Stream Music: Use Apple Music, a paid service, to listen to any of 50 million tracks. Or listen to live broadcasts from Apple Music Radio (including Beats 1). View Your Music and Other Content: Learn how to use the sidebar, view your music library, and work with contextual menus in the Music app. Store Your Music Library in the Cloud: What are the pros and cons of Apple's Cloud Music Library? How do Music and iTunes Match figure out whether to upload your music when setting up your Cloud Music Library? You'll get answers to these questions and more. Use the iTunes Store: iTunes may be gone, but the iTunes Store is still open for business! Find tips on shopping in the iTunes Store, and get advice on sharing your purchases with family members and among your various Apple devices. Tag Your Music: Tags are bits of information (also known as "metadata") that can describe your media. Learn which tags to bother changing, the best ways to add lyrics and album art, how to rate songs with stars, ...
    Anmerkung: Online resource; Title from title page (viewed January 21, 2020) , Mode of access: World Wide Web.
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  • 8
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Microsoft Press | Boston, MA : Safari
    ISBN: 9780136823483 , 0136823483
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 9 hr., 30 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Internet videos ; Streaming video ; Electronic videos ; local ; Vidéos sur Internet ; Vidéo en continu ; streaming video ; Internet videos ; Streaming video ; Electronic videos
    Kurzfassung: 9 Hours of Video Instruction The Exam AZ-104 Microsoft Azure Administrator (Video) offers full coverage of the MS AZ-104 exam so you can learn everything you need to know to pass the exam. Coverage includes cloud concepts, core Azure Services, Azure pricing and support, and the fundamentals of cloud security, privacy, compliance, and trust, with the goal of passing the AZ-104 Exam. Description The Exam AZ-104 Microsoft Azure Administrator (Video) offers 9 full hours of video training on all core concepts in the AZ-104 exam so you can fully understand cloud concepts, core Azure Services, Azure pricing and support, and the fundamentals of cloud security, privacy, compliance, and trust. It will prepare Azure Administrators to implement, monitor, and maintain Microsoft Azure solutions, including major services related to compute, storage, network, and security. With 9 hours of hands-on demonstrations, it will provide the knowledge necessary to pass the exam and become Microsoft Certified: Microsoft Azure Administrator. With years of IT experience, numerous publications under his belt, and a wealth of expertise teaching in the field, Michael Shannon is uniquely qualified to prepare students for the Microsoft Azure Administrator AZ-104 exam. Topics include: Module 1: Manage Azure subscriptions and resources Module 2: Implement and manage storage Module 3: Deploy and manage virtual machines (VMs) Module 4: Configure and manage virtual networks Module 5: Manage identities 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 several companies including Platinum Technologies, Fujitsu, IBM, State Farm, MindSharp, and Pearson, among others. Mr. Shannon has authored several books, training manuals, published articles, and CBT modules over the years as well. He is the senior technical instructor for Skillsoft Corporation, specializing in all things cloud and security. Skill Level Intermediate/Advanced Learn How To Manage Azure subscriptions and resources Implement and manage storage Deploy and manage virtual machines (VMs) Configure and manage virtual networks Manage identities Who Should Take...
    Anmerkung: Online resource; Title from title screen (viewed June 5, 2020) , Mode of access: World Wide Web.
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  • 9
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Pearson | Boston, MA : Safari
    ISBN: 9780136875185 , 0136875181
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 10 hr., 20 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Internet videos ; Streaming video ; Electronic videos ; local ; Electronic videos ; Vidéo en continu ; streaming video ; Internet videos ; Streaming video ; Vidéos sur Internet
    Kurzfassung: 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. C++20 Fundamentals LiveLessons with Paul Deitel is a code-oriented presentation of C++, one of the world,Äôs most versatile and powerful programming languages. C++ remains hugely popular for the development of systems software, embedded systems, operating systems, real-time systems, communications systems and other high performance computer applications. C++20 Fundamentals LiveLessons is comprehensive and covers all major versions of C++, including: C++11, C++17, and C++20. The code repository for this LiveLesson is kept at https://github.com/pdeitel/CPlusPlus20FundamentalsLiveLessons and will be kept up to date as lessons are added and as changes are made.
    Anmerkung: Online resource; Title from title screen (viewed June 10, 2020) , Mode of access: World Wide Web.
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  • 10
    ISBN: 0738438464 , 9780738438467
    Sprache: Englisch
    Seiten: 1 online resource (638 pages)
    Serie: IBM Redbooks
    Paralleltitel: Erscheint auch als
    DDC: 005.376
    Schlagwort(e): WebSphere ; Computational grids (Computer systems) ; Application software Development ; Client/server computing ; Web servers Computer programs ; Electronic books ; local ; WebSphere ; WebSphere ; Electrical & Computer Engineering ; Engineering & Applied Sciences ; Telecommunications ; Grilles informatiques ; Logiciels d'application ; Développement ; Architecture client-serveur (Informatique) ; Serveurs Web ; Logiciels ; Application software ; Development ; Client/server computing ; Computational grids (Computer systems) ; Web servers ; Computer programs
    Kurzfassung: This IBM® Redbooks® publication provides information about the concepts, planning, and design of IBM WebSphere® Application Server V8.5 environments. The target audience of this book is IT architects and consultants who want more information about the planning and design of application-serving environments, from small to large, and complex implementations. This book addresses the packaging and features in WebSphere Application Server V8.5, and highlights the most common implementation topologies. It provides information about planning for specific tasks and components that conform to the WebSphere Application Server environment. Also in this book are planning guidelines for Websphere Application Server V8.5 and Websphere Application Server Network Deployment V8.5 on distributed platforms. It also includes guidelines for WebSphere Application Server for IBM z/OS® V8.5. This book contains information about migration considerations when moving from previous releases. Please note that the additional material referenced in the text is not available from IBM.
    Anmerkung: Online resource; Title from title page (viewed June 25, 2012) , Mode of access: World Wide Web.
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