Machine Learning Notes

Visit my personal website adamnovotny.com to view the most recently updated version of ML and data resources I’ve found helpful.

ML breakdown: Supervised + Unsupervised + RL
Classifier comparison: scikit-learn.org
A Unified Data Infra
AI and ML Blueprint
Selecting statistical test. Source: Statistical Rethinking 2. Free Chapter 1
Lasso equation
Learning Curve example
Normal equation
Reinforcement Learning
Stochastic gradient descent cost function
validation curve example

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