Python for AI Applications
Practical Python for AI product builders: venv, scripts/modules, JSON/files, safe config, HTTP with **requests**, and a reusable utility toolkit portfolio project. Single source of truth for **Jinn Education** and **UMTUBA Learning** (`publish_targets: BOTH`).
- Level ·
- Beginner
- 14 hr
- Modules ·
- 4
- Lessons ·
- 21
- Price
- Free
Curriculum
Module and lesson titles only. Full content unlocks after enrollment.
Python Runtime & Tooling
- Python Versions & Why venv Matters for AI Work
- pip, requirements, and Lock Discipline (Lightweight)
- REPL vs Scripts vs Modules
- Path, cwd, and Project Roots
- M01 Wrap — Python Runtime & Tooling
Language Essentials for AI Builders
- Types that Matter: str, list, dict, None
- Functions, Return Values, and Docstrings
- Errors & Exceptions (Catch What You Can Fix)
- Comprehensions & Loops Without Over-Cleverness
- M02 Wrap — Language Essentials for AI Builders
Files, JSON & Configuration
- Reading/Writing Text & JSON
- pathlib Habits
- .env and Environment Variables Pattern
- Logging vs print for Builders
- M03 Wrap — Files, JSON & Configuration
HTTP & Project Packaging
- HTTP Mental Model for AI APIs
- requests Patterns (Teaching Default)
- Timeouts, Simple Retries, and Status Codes
- Project Layout for AI Apps + Toolkit Packaging
- M04 Wrap — HTTP & Project Packaging
- JP-JA02 — AI Utility Toolkit