Getting started with Docker and AI

• Verfasst von: Poulton, Nigel [VerfasserIn]
• Titel: Getting started with Docker and AI
• Verf.angabe: Nigel Poulton
• Ausgabe: Second edition.
• Verlagsort: [Birmingham]
• Verlag: Packt Publishing
• E-Jahr: 2025
• Jahr: 2024
• Umfang: 1 online resource (122 pages)
• ISBN: 978-1-83702-287-8
• Datenträger: Online-Ressource
• Sprache: eng
• Sach-SW: Logiciels d'application ; Développement ; Automatisation
• Sach-SW: Systèmes virtuels (Informatique)
• K10plus-PPN: 1919254250
• K10plus-PPN:
  Universitätsbibliothek
• Lokale URL UB: Zum Volltext
• Lokale URL UB: Bibliothek der Medizinischen Fakultät Mannheim der Universität Heidelberg
• Bibliothek/Idn: UW / m468339233X
• Lokale URL Inst.: Zum Volltext

Abstract

Learn the essentials of Docker and AI integration in this hands-on guide. Explore containerization, registries, and AI workflows for optimized software delivery. Key Features Comprehensive guide to Docker for containerization Insights into AI integration within Docker environments Practical examples and workflows for application development Book Description This book serves as a comprehensive introduction to Docker, offering readers a solid foundation in containers, images, and registries. It begins with the essentials, including the benefits of containers and their role in modern application development. Step-by-step instructions guide you through building, testing, and deploying containerized applications, providing hands-on experience in creating scalable and efficient systems. Chapters on Docker Compose and multi-container apps introduce workflows to simplify the management of complex applications. A dedicated section explores the integration of AI with Docker, presenting practical use cases such as deploying containerized chatbots and utilizing AI models in Docker environments. Readers will learn how to build, deploy, and manage containerized AI solutions effectively. With clear explanations and real-world examples, the book equips readers with the skills to leverage Docker for application development and AI integration. By the end, you'll be ready to apply Docker and AI in practical scenarios, improving system performance, scalability, and innovation. What you will learn Set up and manage Docker containers with ease Containerize applications step by step Deploy multi-container systems using Docker Compose Understand Docker registries and AI model storage Implement containerized chatbot AI solutions Deploy AI-powered apps in Docker environments Who this book is for This book is designed for developers, software engineers, data scientists, and IT professionals seeking to learn Docker fundamentals and its applications in AI. Beginners with a basic understanding of programming and operating systems will find the content accessible, while those with experience can leverage advanced chapters on multi-container apps and AI.