Numerical Linear Algebra is very very useful. Make sure you take it before taking machine learning, optimization etc. In my opinion, you should take CS 402 in 2nd year, or even 1st year!!!
Also, don't take CPSC 303. Numerical integration and DEs are not quite useful for CS majors. I can't really comment on CPSC 302 as my first year summer research supervisor created that course as well as textbook. It's broader than 402 but less focused. For example, CS 402 covers SVD and Eigenvalue decompositions in more detail.
Difficulty: 3.0 / 5.0
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