Good resources¶
A list of books, channels, people that I find valuable and might be useful to you too.
I find curated lists of good content most valuable than ever now that googling is complicated if you are not sure what you are looking for.
For technical topics I tend to look here first and only after check random websites.
Machine learning - Statistics¶
Books¶
- Introduction to statistical learning (ISLR)
- Elements of statistical learning (ESL)
- Hands-On Machine learning with scikit-learn and tensorflow - Aurelie Geron
- Bayesian Data Analysis - Gelman
- Statistical Inference - Casella, Berger
- Linear Algebra Done Right - Axlr
- Statistical Rethinking - McElreath
- Artifical Intelligence A moddern approach - Russel, Norvig
- Mathematics for Machine Learning