Unit 2: The basics of logistic regression
Reading and slides
- Reading: JM3 5.0-5.1, 14.4 (*), 14.6
- Slides: Slides, 1 per page Slides, 2x2
Videos
Total video length: 01h10m
Video 1: Generative vs. discriminative modeling
Video 2: Introduction to logistic regression modeling
Video 3: Using logistic regression for parsing
Video 4: Training logistic regression models
Video 5: Connection between logistic regression and neural networks