Curated Courses & Personal Notes

• CSE 151A - Machine Learning  [Notes]
• CSE 151B - Deep Learning  [Notes]
• CSE 152A - Computer Vision
• CSE 158 - Recommender Systems
• DSC 100 - Relational Databases
• DSC 102 - Cloud Computing & Distributed Systems  [Notes]
• DSC 170 - Spatial Data Science  [Notes]
• CS 182 - Deep Learning
• CS 186 - Databases
• CS 188 - Artificial Intelligence  [Notes]
• CS 189 - Machine Learning
• CS 280 - Computer Vision
• Data 100 - Principles and Techniques of Data Science [Notes]
• Data 101 - Data Engineering
• Data 241 - Causal Inference

Papers & Reads

• Causal Inference for the Brave and True
• Causal Inference in Data Science
• (Quirky) Roadmap for New Grad Data Scientists
• Computational and Inferential Thinking
• Terminals in DataHub
• Neural Style Transfer 1
• Neural Style Transfer 2
• Big Model
• Visual Intro to ML
• CS 285 - Deep RL
• CS 231 - Conv Nets
• Google Cloud
• RL for Recommender Systems

People

• Fei Fei Li
• Mina Lee (Advised by Percy Liang)
• Lily Weng
• Rose Yu
• Sophia Sun
• Xinyang Geng