MLDSS
I have organized and led a machine learning and data science study group since the fall of 2013.
Seasons
- MLDSS Season 11 (Information Theory, Inference, and Learning Algorithms)
- MLDSS Season 10 (Gaussian Processes for Machine Learning)
- MLDSS Season 9 (Foundations of Data Science)
- MLDSS Season 8 (Deep Learning)
- MLDSS Season 7 (Online Convex Optimization)
- MLDSS Season 6 (Reinforcement Learning)
- MLDSS Season 5 (Natural Language Processing)
- MLDSS Season 4 (Deep Learning)
- MLDSS Season 3 (Deep Dive into Machine Learning)
- 2014.4 - 2015.2
- Machine Learning: A Probabilistic Perspective
- MLDSS Season 2 (Introduction to Machine Learning)
- 2013.12 - 2014.4
- Machine Learning in Action
- MLDSS Season 1 (Introduction to Machine Learning)
- 2013.9 - 2013.12
- Programming Collective Intelligence (This book is not recommended.)
- [Notes]