Lecture : Logistic regression, 15 Sept.
Presentation
Recordings
There were something wrong with the equipment, hence no recording this week. However, the recording from 2020 covers roughly the same.
Mandatory reading
Jurafsky and Martin, Speech and Language Processing, 3. ed. (edition of Jan. 2022)
- Ch. 5, "Logistic Regression", Except
- Scaling input features in Sec. 5.2.2
- Sec. 5.7, Last paragraph, starting with "Both L1 and L2..."
Recommended reading
For they who need a brush-up on simple algebra and geometry, we recommend our own
Compendium on Geometry and linear algebra for IN3050/IN4050