**Resources**

- Linear Algebra by Gilbert Strang [link]
- Computational Science by Gilbert Strang [link]
- Linear Algebra, Least Squares, Linear Systems by Eero Simoncelli [link1, link2, link3]
- Introduction to Probability and Statistics by Jeremy Orloof and Jonathan Bloom [link]
- Introduction to Probability by Charles Grinstead and J. Laurie Snell [link]
- Bayesian Reasoning and Machine Learning by David Barber [link]
- An Introduction to the Conjugate Gradient Method by Jonathan Shewchuk [link]
- An Introduction to Principal Components Analysis by Jon Shlens [link]
- Matlab [link]