timothy-watt/python-for-ai-ml
An open-source guide to Python for AI and Machine Learning
This self-contained textbook teaches you how to use Python for data science, machine learning, and AI, starting from basic programming concepts through to deploying models. You'll work with a real-world dataset (the Stack Overflow 2025 Developer Survey) to build, audit, and deploy a salary prediction system. This resource is for anyone aspiring to become a data scientist, machine learning engineer, or AI practitioner.
Use this if you want a complete, hands-on learning journey into Python for data science and AI, without needing to install anything locally.
Not ideal if you are an experienced Python developer looking for advanced topics in a specific AI sub-field, as this covers a broad curriculum from the ground up.
Stars
22
Forks
5
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Mar 01, 2026
Commits (30d)
0
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