Regression under 30 minutes

In Day 24 of the ML Teach by Doing Project, I made a video to cover the basic concepts of regression under 30 minutes.

If you are preparing for an ML interview, you can just watch this and under 30 minutes, you will cover all essential concepts needed.

I cover 4 main topics:

• Ordinary Least Squares
• Regularization in Regression
• Gradient Descent and Stochastic Gradient Descent
• Structural vs Estimation Error

Here's a snapshot of the whiteboard notes:

Here's the detailed video:

Stay tuned for Day 25!