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GitHub Actions Download or read book Practical DevOps, Second Edition written by Joakim Verona and published by Packt Publishing Ltd. This book will teach you how to overcome these issues and craft applications that are built as small standard units, using all the proven best practices and avoiding the usual traps. As you progress, you'll learn how to build a multi-step DL inference pipeline with preprocessing and postprocessing steps, deploy a DL inference pipeline for production using Ray Serve and AWS SageMaker, and finally create a DL explanation as a service (EaaS) using the popular Shapley Additive Explanations (SHAP) toolbox. Docker Compose File Reference I: Fundamentals and ToolsLearn AI basics, our task-based approach, and discover how to build or find a dataset. The book then moves on to developing a Python based Messaging Bot using required libraries and virtual environment where youll add Docker Volumes to your project, ensuring your container data is safe. Python Tags No prior experience of writing microservices in Python is assumed. Experiment with Python's concurrency model and develop patterns for using Python's thread and process abstractions to their full potential. What you will learnWrite efficient and concise functions using core Python methods and librariesBuild classes to address different business needsCreate visual graphs to communicate key data insightsOrganize big data and use machine learning to make regression and classification predictionsDevelop web pages and programs with Python tools and packagesAutomate essential tasks using Python scripts in real-time executionWho this book is for This book is for professionals, students, and hobbyists who want to learn Python and apply it to solve challenging real-world problems. This book was released on with total page pages. Throughout the book you'll apply the techniques learned through the chapters by building a Telegram messenger Chatbot and see how much easier Docker makes it possible to build, release, contribute and distribute an application. Publisher : Book Rating : 4.7/5 (858 download). type: 'post', Building your own Docker images 4. Docker bundles all application components into a package called a container that keeps things tidy and helps manage any dependencies on other applications or infrastructure. ISBN 13 : 0738456721 Download the files as a zip using the green button, or clone the repository to your machine using Git. After an introduction to Containers and Docker youll be guided through Docker installation and configuration. }); jQuery("#load-preview").click(function () { Docker will solve the it works in my laptop problem we commonly face while working with developers. Sending Messages toNewsbot Download or read book Python Microservices Development written by Tarek Ziade and published by Packt Publishing Ltd. Finally, the book covers scaling problems and other issues you'll encounter as your site grows. Chapter 7: Understanding Docker Compose Docker Engine While developing the services, youll understand how to use tools such as GitHub and Travis CI to ensure continuous delivery (CD) and continuous integration (CI). In addition, the book shows how optimize the Docker images for production servers by using multi-stage builds and improve the reliability of your services by using health checks and restart policies. Dockerfiles: Use Multi-stage Builds. url: "https://preview.zlib.pub/gen.php", Order Universal Smart Posture Corrector Now. Prior knowledge of Ansible is not necessary. Publisher : Springer Nature English [en], pdf, 4.9MB, Practical Docker with Python 2022.pdf, Practical Docker with Python: Build, Release, and Distribute Your Python App with Docker. For full pdf, please download to view offline.