Machine Learning

Welcome to the study materials page for Machine Learning.

Announcements

Latest: Syllabus Covered till Mid Term

Resources

Below are the key resources for this subject, including lecture notes, readings, and practice materials.

Topics Covered

  1. Gradient Decent with Linear Regression
  2. Logistic Regression
  3. Perceptron
  4. MLE Vs MAP
  5. Curve Fitting Problem
  6. Curve Fitting Cont., Error Function, Model Selection