Math for Data Science
Useful resources to improve your Math skills -
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).