Use Case & Environment Setup

Build reproducible local development environments, manage dependencies, and structure ML projects for collaboration.

Assumes: Familiarity with the Linux command line.

Modules

1. Setting Up the Development Workstation
2. Dependency Management & Virtual Environments (Conda, Poetry, Pip)
3. Structuring Scalable ML Project Directories

Tools

• VS Code
• Python
• Conda
• Poetry
• Git
• Linux