Introduction to machine learning

Material

Outline

  1. Section 1.1 (except 1.4), Exercises 1.1-1.3.

  2. Sections 1.2 and 1.3.1.

  3. Sections 1.3.2 and 1.3.3, Exercises 1.4, 1.5, Practical 1, Zoom meeting at 4:35 PM (ID: 889 9768 0092, passcode: 3hNPvR).

  4. Sections 1.4.1 and 1.4.2 (polynomial kernel in action), Practical 1, Zoom meeting at 4:35 PM (ID: 889 9768 0092, passcode: 3hNPvR).

  5. Sections 1.4.5-1.4.7, Zoom meeting at 2 PM (ID: 889 9768 0092, passcode: 3hNPvR).

  6. Section 1.5, Exercises 1.6-1.8, Zoom meeting at 2 PM (ID: 889 9768 0092, passcode: 3hNPvR).

Exam

  1. Data challenge (TBA, deadline before Christmas): 4 points.

  2. Graded practical during the course (TBA, before holidays): 4 points.

  3. Exam without documents (TBA, before Christmas): 12 points.