Physics in Machine Learning, Deep Learning, and AI.

Let’s see if the following scenario sounds familiar or relatable:

You are a current student who realized that you need to learn about Machine Learning (ML), Deep Learning (DL), and AI in general. Maybe you are a mid-career professional who is looking to pivot, realizing the same or maybe you have to learn something about these things because you got “the memo” that you will be working with newly hired AI expert!

Chances are that irrespective of the exact situation, we all end up following a similar plan of action: look at free resources on the internet, Youtube videos, Lecture notes of famous courses, maybe a bootcamp or two, maybe a paid course if you can afford to. After all that, you feel reasonably secure that you know when to apply which method, why different subject areas like computer vision or healthcare require specific methods suited to those …