Learning From Data – Caltech Online Course

The lectures are about 60 minutes each plus Q&A. You can also look for a particular topic in the Machine Learning Video Library.

theory; mathematical
technique; practical
analysis; conceptual

 

The story line from Lecture 1 to Lecture 18 is:

 

  • What is learning?
  • Can we learn?
  • How to do it?
  • How to do it well?
  • Take-home lessons.

 

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