Mathematics
13 min
Probability for Machine Learning: Bayes & Distributions
Learn the probability behind machine learning: Bayes' theorem, key distributions, MLE and MAP, with worked examples and Python code you can run and check.
Xray AI Lab
Tagged: Machine Learning Math
Mathematics
15 min
Calculus for Machine Learning: Derivatives, Partial Derivatives, and Gradients
Learn derivatives visually, then see how partial derivatives and gradients drive neural-network training, with worked examples and verified Python code.