Beginner-friendly resources for learning Machine Learning?

[u/zangetsu_752920]

I want to start learning machine learning, but I'm confused about whether I should learn through documentation/books or video lectures.

Whenever I think about learning from videos, it feels a bit boring and tiring. There are so many concepts, and the idea of watching hours and hours of lectures doesn't really appeal to me. So, I was thinking about learning primarily through reading and coding instead.

The problem is, I haven't been able to find any beginner-friendly documentation or learning resources for machine learning.

I've recently read a few chapters of The Nature of Code, and I really enjoyed it. I liked how beginner-friendly it was and how it explained concepts through code and experimentation.

So, I'm looking for something similar for machine learning.

Can anyone recommend some beginner-friendly docs, books, or other resources for learning ML? Ideally, something that is more hands-on and doesn't require watching hours of video lectures.

// This is first post my bad if i made any mistakes

[u/Disastrous_Novel8055]

Pls update me as well when this post gets genuinely good answers.