Similar items by topic, tags, and provider (metadata-only).
videoZero3Blue1Brown
3Blue1Brown
Builds intuition that makes later ML, control, physics, and signal processing far easier.
videonanStatQuest
StatQuest
Clear explanations of statistics, ML models, PCA, boosting, and evaluation.
videoFoundationKhan Academy
Khan Academy
Straightforward path into descriptive stats, probability, inference, and distributions.
videoFoundationMIT OCW
MIT OCW
The canonical linear algebra course for ML, graphics, controls, robotics, and quantum work.
videoZeroKhan Academy
Khan Academy
Fastest way to repair algebra, precalculus, calculus, probability, and statistics gaps.
videoZeroKhan Academy
Khan Academy
Broad free math curriculum that works well as the first stop for true beginners.
videoBuildStatQuest
StatQuest
Excellent reinforcement for regression, PCA, trees, boosting, p-values, and model evaluation.
courseFoundationOpenStax
OpenStax
Reliable free calculus text for foundations and reference.
datasetnanHugging Face
Hugging Face
Very large open math corpus with web, code, and synthetic math components.
datasetnanHugging Face
Hugging Face
Open math-focused pretraining corpus.
courseFoundationOpenIntro
OpenIntro
Practical statistics text with applied focus for experiments, modeling, and data analysis.
courseBuildMIT OCW
MIT OCW
Needed for inference, uncertainty, Bayes, RL, decision-making, and experimentation.