Virtual Environments

• UV: Official Documentation
• UV: An In-Depth Guide to Python’s Fast and Ambitious New Package Manager
• UV vs PIP: Revolutionizing Python Package Management
• Python UV: The Ultimate Guide to the Fastest Python Package Manager

Containers and Virtual Machines

• Concepts
  • Containers vs VMs
  • Microservices vs Monolithic Architectures
  • Why use Docker containers for machine learning development?
• Tutorials
  • Docker For Beginners (long tutorial)
  • Docker Workshop - Official Docker getting started
  • Docker Compose Tutorial
• Videos
  • Containerization Explained
  • Monolithic vs Microservice Architecture: Which To Use and When?
• Research
  • Navigating the Docker Ecosystem: A Comprehensive Taxonomy and Survey