Big Recap!

The video below attempts to help place us in our goals for the course. We discuss what we’ve done so far and where we are going. I highly recommend watching the video using the ‘full’ Panopto player. There is a ‘pop out’ button in the bottom right of the video to enter this viewer.

Notes

• HTML version
• PDF version

Additional Readings for Week 4

Here are some useful resources for learning about modeling, metrics, etc.

• ISLR book: Read sections
  • (Big picture ideas) 2.1, 2.2
  • (Basic regression) 3.1, 3.2, 3.3
  • 105. 5.1
  • (Regularized models) 6.2
• Google’s open course materials have information about these models, loss functions, metrics, etc:
• LASSO basics in python

Use the table of contents on the left or the arrows at the bottom of this page to navigate to the next learning material!