ML World: Learn Machine Learning! Part 2

machine-learning

ML World: Learn Machine Learning! Part 2

This tutorial answers all the following questions:

  1. What is Regression Analysis?
  2. What are the different types of Regression Analysis?
  3. What is Simple Linear Regression?
  4. How does Simple Linear Regression find the best fit line?
  5. What are the assumptions of Simple Linear Regression?
  6. How to Implement a Simple Linear Regression model?
  7. When should we use Simple Linear Regression?
  8. What is Cost Function?
  9. What is Gradient Descent?
  10. How is error calculated?