(Day 2) Finishing the ML course by Calctech

Ivan Ivanov · January 3, 2024

Hello :) Today is Day 2!

A quick summary of today:

Firstly, below are some memos from Professor Abu-Mostafa’s lectures

  • Lecture 12 - Regularization image image image

  • Lecture 13 - Validation image image

  • Lecture 14 - SVM image image

  • Lecture 15 - Kernel methods image

  • Lecture 16 - Radial basis functions image image

  • Lecture 17 - Three learning principles
    image image

Secondly, regarding the Master statistics with Python I wanted to learn a bit more about test statistics, and I got what I wanted

image

Also, using chatGPT I got this nice summary

image

That is all for today!

See you tomorrow :)

Original post in Korean