![]() If you work on AI/ML, you'll need more advanced linear algebra and advanced probability & statistics.įinally, if you want to do research or publish papers in any of these areas, you'll need to be much stronger in math in order to publish rigorous results. The Mathematica Programmer covers the fundamental programming paradigms and applications of programming languages. If you work on audio/video, you'll be doing even more. Trigonometry, simple physics equations, vectors and matrices, simple linear algebra. If you work on games, you'll be doing a lot of math. No super hard math, but you will have to solve some problems like the above. If you're doing a CS major you'll need all of the above. Like wine, mathematics is an acquired taste, and a daily grind of lectures and assignments is no way to refine one’s palate. If things are slow due to large scale or optimization problems that need solving, you might need math to create more optimal algorithms or analyze runtimes - often areas in discrete math like combinatorics. If you work on a backend for a large site with a lot of data or a lot of traffic, you might need to know some probability & statistics. ![]() ![]() ![]() If you do highly custom frontend work where you're rendering charts or tables or things with certain symmetry, you might use some simple math like algebra. It attempts to apply mathematical methods and the capabilities of modern computers to the difcult and unstructured problems confronting modern managers. Lots of programmers essentially use no math. Mathematical Programming: An Overview 1 Management science is characterized by a scientic approach to managerial decision making. If you build simple websites using standard frameworks, you might never use any math at all. Make RPN calculator for this programming assignment. Here's an example list from least to most.
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