https://github.com/datasciencescoop/Math-for-Data-Science

Math for Data Science
https://github.com/datasciencescoop/Math-for-Data-Science

Last synced: 4 months ago
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Math for Data Science

• Host: GitHub
• URL: https://github.com/datasciencescoop/Math-for-Data-Science
• Owner: datasciencescoop
• Created: 2019-03-14T09:04:17.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2019-03-17T19:34:07.000Z (almost 6 years ago)
• Last Synced: 2024-08-01T21:48:01.281Z (7 months ago)
• Size: 6.84 KB
• Stars: 213
• Watchers: 18
• Forks: 176
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

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README

        
# 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

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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).