msohailshaikh / Math-for-Data-Science

Math for Data Science

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).