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Math for Data Science
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README.md Update README.md Mar 17, 2019

README.md

Math for Data Science

Useful resources to improve your Math skills -

Courses

  1. Khan Academy is the best online free resource to learn Math for Data Science. (https://lnkd.in/eWZFANt).

  2. Krista King has also done a great job in creating exceptionally good introductory course. She is too good in designing the course. (https://lnkd.in/eyMecjA).

  3. 3Blue1Brown (https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw/playlists).

MUST READ Books

  1. The Elements of Statistical Learning(Springer Series).

  2. Introduction to Linear Algebra by Gilbert Strang.

  3. Naked Statistics by Charles Wheelan.

  4. An Introduction to Statistical Learning: with Applications in R.

  5. Pattern Recognition and Machine Learning by Christopher M. Bishop.

  6. Pattern Classification ((A Wiley-Interscience publication).

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