Udemy – Python + AI for Beginners: Build Your Own Local AI

This is a hands-on, beginner-first course that takes you from “what is Python?” to shipping a multi-persona AI assistant that runs entirely on your machine using LM Studio. No paid API keys. No credit card. No rate limits while you learn.

What makes this course different:

• Local-first – Everything runs on your laptop with free, open-source tools.
• Build, don’t watch – Every concept is taught through a Python file you actually run.
• Two files per topic – A short demo file for follow-along and a longer annotated file to study at your own pace.
• Real projects – Three graded assignments and a capstone — all QA-flavored so you finish with a portfolio piece.
• No frameworks until you need them- Pure Python and the OpenAI SDK — that’s it.

By the end of this course you’ll be able to:

• Set up a professional Python project with venv, .env and .gitignore.
• Run a Large Language Model on your own laptop with LM Studio / Ollama.
• Make your first Python → LLM API call.
• Build multi-turn chatbots with memory and system prompts.
• Use the same code with cloud providers like Open Router when you’re ready.
• Code 5× faster with GitHub Copilot.
• Ship a menu-driven Personal AI Assistant with multiple personas.