“Math needed for machine learning” can be broken down in many ways. @Code Emporium breaks this down by core mathematical concepts in the order in which you can start learning them.
00:00 Introduction
00:20 Functions
02:13 Matrix Operations
06:19 Random Variables
11:38 Probability Distribution Functions
16:33 Likelihood
21:08 Calculus
24:58 Application at scale with Dataiku
Free Dataiku Learning Resource:
https://knowledge.dataiku.com/latest/courses/intro-to-ml/index.html
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