tangyudi/Ai-Learn resource
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！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域 observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2410
- days_rel: n/a
- days_push: 822
- n_releases_24m: 0
Adoption not part of the score
13286 stars · 2674 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A curated AI learning roadmap by Tang Yudi collecting nearly 200 hands-on cases and projects covering Python, math, machine learning, data analysis, deep learning, computer vision, and NLP. It includes a free companion textbook PDF and organized resources for beginners aiming at AI employment.
Use cases
- learn machine learning from zero
- find practical AI projects to practice
- get a roadmap for becoming a data scientist
- learn deep learning with PyTorch and TensorFlow
- study computer vision and NLP with real datasets
- download a free machine learning textbook
- prepare for AI job interviews
When to choose
- you are a beginner wanting a structured, step-by-step AI learning path
- you want hands-on projects with real datasets rather than theory alone
- you prefer Chinese-language learning materials with a free textbook
When to avoid
- you need production-ready code or maintained software libraries
- you want English-language materials
- you need up-to-date course links, since many cloud-drive resources have broken
Facets
learning-resource · maturity maintenance
machine-learning deep-learning data-science nlp computer-vision artificial-intelligence machine-learning deep-learning data-science computer-vision tutorials python cross-platform learning-roadmap practical-projects pytorch tensorflow keras data-analysis data-mining chinese free-textbook natural-language-processing
1 source
- readme: https://github.com/tangyudi/Ai-Learn · fetched 2026-08-28 · f1afe6c1c842
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| tangyudi/Ai-Learn | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="tangyudi/Ai-Learn")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem