EE104/CME107: Introduction to Machine Learning

Sections

• Section 1 (4/11, 4/12). Topics: nearest neighbors, linear regression, validation.

  • Interactive code from section.

  • View online.

• Section 2 (4/18, 4/19). Topics: regularization.

  • Interactive code from section.

  • View online.

• Section 3 (-, 4/26).

• Section 4 (5/2, 5/3). Topics: gradient descent and non-quadratic loss functions.

  • Interactive code from section.

  • View online.