CS 190I Resources

Lecture Notes

• Responsible AI

Section Notes

• Week II: Logistic Regression
• Week IV: Midterm Review
• Week X: Final Review

Additional Resources

• Course Website
• CS 165B Notes (Fall 2021)
• CS 190I Notes (Winter 2023)
• PSTAT 120A Notes (Winter 2020)
• Neural Network Crash Course
• Word Embeddings Crash Course
• Matrix Cookbook

ERSP Notebooks

• 1. Classical Machine Learning
• 2. Sequence Models
• 3. Word Embeddings
• 4. Computer Vision
• 5. Attention Mechanism