Introduction to Machine Learning
  • What is Machine Learning?
  • Types of Machine Learning
  • Supervised Learning
Supervised Learning: Regression
  • Best Fit Line
  • Simple Linear Regression: Concept
  • Ordinary Least Square(OLS)
  • Gradient Descent: Mathematics Behind it
  • Gradient Descent: Learning Rate
  • Gradient Descent: Algorithm