Archive • Machine Learning My Way - Self-study and Review Guide • Buttondown

Evgeniy's ML Topic List (M0-M8)

Hi all, here is a topic list that I would like to stick to fro the models section of the guide, once they are stable I will add book and article resources by...

MLMW v0.8.0 (May 10, 2024): three artifacts for the guide, production pipline interview and the ML beginner track

The MLMW is now three resources: a short topic list (must request access), a public longread guide and the MLMW website. Check out https://trics.me/ for...

v0.7.0 (April 29, 2024): 173 links for 112 topics

v0.7.0 (April 29, 2024): 173 links for 112 topics. Excellent undergrad econometrics course Mathematical Econometrics I by Roth and Hall.Updated econometrics...

0.5.5 Core machine learning and deep learning textbooks listed in MLMW (all free).

Core machine learning and deep learning textbooks listed in MLMW, also several additions to various sections: Big Ideas: Natural Language Processing with...

0.3.0 Databases and storage section updated

Databases and storage Disk: HDD, SDD and cloud (S3) storage. Disk costs and time to access. File systems (HDFS).Relational databases, ER diagram, normalized...