Mathematics courses


Optimization

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A short introduction to optimization with examples in R.

R language

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The language used in most of the mathematics courses. You may use python instead.

Statistics

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Learn about statistics, be it descriptive or inferential statistics, with examples using R language.

Numerical analysis

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Learn some tips about how you should handle calculations such as Ax=b on a computer.

Logic

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Learn about first-order logic, proofs, and demonstrations with examples using OCaml language.

Probabilities

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An introduction to discrete and continuous probabilities.

Graph theory

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Graph are used to solve problems (find the shortest path, an Eulerian path, etc.) or in graph databases (Facebook, ...).

Matrices

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You will use matrices a lot (graphs, numerical analysis, statistics, ...) so it would be good to know more about them.