Analytical and Computational Methods References
Causal Inference
- The Effect, by Nick Huntington-Klein
- Causal Inference: The Mixtape, by Scott Cunningham
Causal Machine Learning
- EconML
- Generalized Random Forests
- Causal Machine Learning Book, by Victor Chernozhukov, Christian Hansen, Nathan Kallus, Martin Spindler, Vasilis Syrgkanis
Generative AI & Large Language Models
- Large Language Model Course, by Maxime Labonne
- Practical Deep Learning
- Generative AI for Beginners
- Applied LLMs - Read “What We’ve Learned From A Year of Building with LLMs”
- Generative AI Handbook, by William Brown
- Prompt Engineering Guide, by DAIR AI