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Hung-Yi Lee Machine Learning

Descriptions

  • Source: National Taiwan University (Hung-Yi Lee)
  • Prerequisites: Python basics, linear algebra, probability
  • Programming Language: Python
  • Difficulty: 🌟🌟🌟
  • Class Hour: 50+

Hung-Yi Lee is a professor at NTU. His ML course is the highest-quality Chinese ML course available. It's updated yearly, covering both traditional ML and cutting-edge deep learning.

Course Resources

Course Features

  • Chinese lectures: Fluent language with clear concept explanations
  • Cutting-edge content: Covers Transformers, GANs, BERT, GPT, and more
  • Updated yearly: Content continuously updated to follow AI frontier
  • Rich assignments: Each topic has accompanying programming assignments

Self-Study Tips

Pair with Andrew Ng. Andrew Ng covers foundations; Hung-Yi Lee covers cutting-edge topics. They complement each other.

Do the course assignments. Hung-Yi Lee's assignments are well-designed for deep understanding.

Watch the latest year's lectures. Content is updated annually; watch the most recent version.

Notes

Hung-Yi Lee's ML course is the best choice for Chinese-language ML learning. If you want to learn ML in Chinese, this is the top pick.