Slides

Author

Jesse Perla, UBC

See setup for installation instructions.

Slides

Foundations of Numerical Linear Algebra

Least Squares, Uniqueness, and Regularization

Applications of Linear Algebra and Eigenvalues

Latent Variables and Introduction to Unsupervised Learning

Linear and Nonlinear Dynamics

Probability and Uncertainty

Stochastic Processes, Markov Chains, and Expectations

Introduction to Causality

Other Formats

Title
Foundations of Numerical Linear Algebra	PDF	Notebook
Least Squares, Uniqueness, and Regularization	PDF	Notebook
Applications of Linear Algebra and Eigenvalues	PDF	Notebook
Latent Variables and Introduction to Unsupervised Learning	PDF	Notebook
Linear and Nonlinear Dynamics	PDF	Notebook
Probability and Uncertainty	PDF	Notebook
Stochastic Processes, Markov Chains, and Expectations	PDF	Notebook
Introduction to Causality	PDF	Notebook

Reuse

CC BY-NC-SA 4.0