Foundations
Numbers, coordinates, variables and functions.
A Unified Interactive Course
Learn mathematics the way AI sees it.
Build intuition through motion, geometry and real applications—then connect every idea to machine learning, graphics and intelligent systems.
—Modules
—Lessons
—Published
—Curriculum ready
Learning path
One connected journey.
Start with the visual language of numbers and vectors, cross through calculus, then arrive at the mathematics behind modern AI.
Space & Change
Vectors, transformations and calculus.
High Dimensions
Matrices, eigenvectors and embeddings.
Learning Systems
Gradients, probability and optimization.
Generative AI
Differential equations, diffusion and Fourier ideas.
Curriculum
Explore every module.
Published lessons open immediately. Planned lessons remain visible so you always know what comes next.
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