Verified project record

tangyudi/Ai-Learn

tangyudi/ai-learn is a structured AI learning repository offering nearly 200 hands-on cases and projects with free accompanying teaching materials, covering topics from Python and mathematics through deep learning, computer vision, and NLP.

Project overview

It addresses the common gap between theoretical study and practical skill-building by bundling progressive real-world projects with ready-to-use datasets, code, and teaching materials, making it a comprehensive zero-to-job-ready curriculum resource.

Project type: AI Coding · Data Processing
Use cases: Learning & Education
Deployment: Refer to project documentation
License: License pending

Best for

Beginners seeking a structured, project-driven path from zero AI foundation toward job-ready employment.

Key capabilities

Classic ML case studies such as temperature prediction and churn prediction, along with from-scratch algorithm code reproductions written without external packages.
Data mining competition solutions and classic data analysis templates provided as ready-to-use starter templates.

Limitations and risks

Dataset links hosted on Baidu cloud disk may be blocked due to reports, which could interrupt access to required project data.

Getting started

Setup involves installing Anaconda and Jupyter Notebook, then downloading the required datasets via cloud drive links to begin working through the projects.

Evidence and sources

GitHub project description: 人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！
README: **Anaconda**就够了！Anaconda就够了！Anaconda就够了！好了，说了三遍了
README: 我给大家准备的绝大多数课件都是基于**jupyter notebook**的，所以这个肯定是必备的！
README: 整理这个项目的初衷是方便同学们快速开启人工智能自学计划
README: 给同学们提供的这些案例大家都可以当作是自己的实战模板！

Reviewed at: 2026-07-18T00:07:53Z