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Machine Learning Class - II

Machine Learning Class - II recording: Here

May 3, 2021

Topics covered:

Linear Regression

  • The OneML website to see the models in action can be found here.
  • If you want to dive deeper into the mathematics behind Linear Regression you can follow the course "Fundamentals of ML by Sanjay Dasgupta".

Kaggle

  • The homepage for the website can be found here.
  • The notebook to practice your coding skills can be found here.

Additional reading material

  • Video of 3blue1brown which gives an indepth explanation to gradient descent can be found here.
  • Python tutorial covering the prerequisites for attempting the notebook can be found here (videos 1-70)