Similar items by topic, tags, and provider (metadata-only).
courseFoundationOpenIntro
OpenIntro
Practical statistics text with applied focus for experiments, modeling, and data analysis.
courseAdvancedStanford
Stanford
High-value for controls, inverse problems, operations research, signal processing, and advanced ML.
videoZero3Blue1Brown
3Blue1Brown
Builds intuition that makes later ML, control, physics, and signal processing far easier.
videoFoundationMIT OCW
MIT OCW
The canonical linear algebra course for ML, graphics, controls, robotics, and quantum work.
videoZeroKhan Academy
Khan Academy
Broad free math curriculum that works well as the first stop for true beginners.
courseBuildMIT OCW
MIT OCW
Needed for inference, uncertainty, Bayes, RL, decision-making, and experimentation.
videoZeroKhan Academy
Khan Academy
Fastest way to repair algebra, precalculus, calculus, probability, and statistics gaps.
docsAdvancedSymPy
SymPy
Turns symbolic math into executable notebooks and research tooling.
videoFoundationKhan Academy
Khan Academy
Straightforward path into descriptive stats, probability, inference, and distributions.
courseFoundationOpenStax
OpenStax
Free structured physics foundation when you need a more textbook-like route.
courseZeroOpenStax
OpenStax
Peer-reviewed, openly licensed textbooks spanning math, science, social science, and more.
videoBuildStatQuest
StatQuest
Excellent reinforcement for regression, PCA, trees, boosting, p-values, and model evaluation.