Slides

Author

Jesse Perla, UBC

See setup for installation instructions. Problem sets will be submitted on canvas as ipynb and html files.

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
Natural Language Processing and Large Language Models	PDF	Notebook