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Capital-Duty-744 t1_jcfidsx wrote

What are the most important concepts that I need to know for ML? Possible courses are below:
Algebra & Calculus II
Algebra & Calculus III
Bayesian Stats
Probability
Multivariate stats analysis
Stochastic processes
Time series
Statistical inference

To what extent should I know and be familiar with linear algebra?

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