Prediction Errors

• Find the \(4^{th}\) lecture notes linked: CS 419 M IITB lecture notes 1-4 (Google Drive link), CS 419 M IITB lecture notes 1-4 (Github Link)
• Recall of Probabilistic interpretation of Linear Regression.
• Complexity of model and \(\textbf{bias/variance}\) tradeoff.
• Overfitting and underfitting.

Announcements

• Tutorial 1 uploaded. Discussion on Sunday 7pm.
• Can have a session on Pyhton, numpy by TAs. Start a thread on Moodle.