Lab Notebook: LogisticRegression.ipynb
Lab Assignment: Assignment.pdf (Deadline: End-of-Day 09.10.2023)
For self-study:
- Essence of linear algebra (linear transformations; matrix multiplication)
- Essence of calculus (derivatives; chain rule)
References:
- Jurafsky, Daniel, and James H. Martin. "Speech and Language Processing: An introduction to speech recognition, computational linguistics and natural language processing", 2023, https://web.stanford.edu/~jurafsky/slp3/5.pdf, chapter 5: Logistic Regression.
- Ciortuz, Liviu, Alina Munteanu, and Elena Bădărău. Exerciţii de învăţare automată, 2023, https://profs.info.uaic.ro/~ciortuz/ML.ex-book/editia-2023f/ex-book.20sept2023.pdf, chapter 1.1.2: Regresia logistica, p. 298.