I am an electrical engineer turned python dev planning to make a transition to AI / ML / Data Science. I am in no hurry and first, want to make sure my math fundamentals are right. What are the resources you have found useful to get started?
I found these resources extremely useful.
Highlights of Calculus (https://www.youtube.com/watch?v=X9t-u87df3o&list=PLBE9407EA64E2C318)<p>MIT 18.06 Linear Algebra, Spring 2005
(https://www.youtube.com/watch?v=ZK3O402wf1c&list=PL49CF3715CB9EF31D)<p>Probabilistic Systems Analysis and Applied Probability(https://www.youtube.com/watch?v=j9WZyLZCBzs&list=PLUl4u3cNGP61MdtwGTqZA0MreSaDybji8)
Please suggest
- Areas that of maths/statistics that I need to explore.
- Good math/statistics resources to get started.