Great resource for resources and pathway related to how to start with Machine Learning

Good Courses

Anndrew Ng Coursera ML basic ML course : if you are totally new to machine learning (else you can skip it)

Stanford CS229 : Haven’t myself done it yet, but looks very cool for those who are just starting with ML in general

3B1B’s series of neural nets : Very helpful for building a strong base and intuition

Stanford CS231n Youtube Course & Its website : Very good resource to start with, clears out the basics of ML in the first few videos along with building an intuition of CV

                                                                 OR

Michigan University’s EECS 498 : Almost the similar content but explained in depth and in an easier fashion ( by the same instructor )

3B1B Convolutions Video : Before starting off the CNN in CS231n, I’d do this first, since it gives you a very good base and intuition of what Convolutions in actual math mean and then go back to 231n since I feel it starts on a bit of coarse note this way.

https://iiitaphyd-my.sharepoint.com/:f:/g/personal/hardik_mittal_research_iiit_ac_in/EjYyhFccvYBJqR14KVoumA4Buky3lhwO0WK1JxPsXYxkWw?e=qlcMI2 : Udacity’s Computer Vision course for a more hands o experiece