Ch. 11
Mathematics for AI
Scalar vs Vector Fields
Mind-map icon for Chapter 11: Matrix Calculus. Open for an excerpt from the book.
MathIcon Gallery
Explore 192 mind-map pictograms from Mathematics for AI and Machine Learning. Each icon opens a page with book references, chapter links, and high-resolution previews.
Ch. 11
Mathematics for AI
Scalar vs Vector Fields
Mind-map icon for Chapter 11: Matrix Calculus. Open for an excerpt from the book.
Ch. 6
Geometry & transforms
Scaling
Mind-map icon for Chapter 6: Geometric Transformation and Eigen Decomposition. Open for an excerpt from the book.
Ch. 9
Linear algebra
Schur Decomposition
Mind-map icon for Chapter 9: Matrix Decompositions and Beyond. Open for an excerpt from the book.
Ch. 10
Linear algebra
Schur Complement
Mind-map icon for Chapter 10: Matrix Block Partitioning. Open for an excerpt from the book.
Ch. 10
Linear algebra
Schur Complement for Gaussian Processes
Mind-map icon for Chapter 10: Matrix Block Partitioning. Open for an excerpt from the book.
Ch. 17
Dynamics & diffusion
Score Field
Mind-map icon for Chapter 17: Score Function and Energy-Based Models. Open for an excerpt from the book.
Ch. 17
Dynamics & diffusion
Score Function
Mind-map icon for Chapter 17: Score Function and Energy-Based Models. Open for an excerpt from the book.
Ch. 17
Dynamics & diffusion
Score Matching
Mind-map icon for Chapter 17: Score Function and Energy-Based Models. Open for an excerpt from the book.
Ch. 19
Dynamics & diffusion
SDE Definition
Mind-map icon for Chapter 19: Stochastic Differential Equations. Open for an excerpt from the book.
Ch. 19
Dynamics & diffusion
SDE Continuous Optimization Limit
Mind-map icon for Chapter 19: Stochastic Differential Equations. Open for an excerpt from the book.