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Foundations of Data Science - math and statistics refresher omnibus

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Difficulty level
Beginner

Data science relies on several important aspects of mathematics.  This is a compilation of the series of quick mathematics and statistics refreshers provided by datalab.cc:

 

Link to the playlist by clicking here.

 

More in-depth refreshers can be found at various outlets, including freeCodeCamp.

Topics covered in this lesson

Mathematics for data science practitioners

Primer on elementary algebra

Linear algebra

Calculus

Basic of Probability

Statistics

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