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CS229: Machine Learning

Descriptions

  • Offered by: Stanford
  • Prerequisite requirements: Advanced Mathematics, Probability Theory, Python, Solid mathematics skills
  • Programming Languages: None
  • Difficulty:🌟🌟🌟🌟
  • Class Hour: 100 hours

Another course offered by Andrew Ng, but this is a postgraduate course, so it focuses more on mathematical theory, if you are not satisfied with off-the-shelf, and want to understand the essence of the algorithm, or aspire to engage in theoretical research on machine learning, you can take this course. All the lecture notes are provided on the course website, which are professional and theoretical, and require a solid mathematics skills.

Resources

Personal Resources

All the resources and assignments used by @PKUFlyingPig in this course are maintained in PKUFlyingPig/CS229 - GitHub