MATH for MACHINE LEARNING?? YES or NO???

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[pgp]

What I’m liking the most about your channel is that in the videos I have been watching quite often you were very pragmatic, like “I’m not going to explain this part fully but the gist of it is this”. This allows beginners to skip the very advanced concepts which are very off putting at first.

Keeping that in mind, can you think of a book that introduces the math useful for machine learning (and I mean actually useful for amateurs, I won’t be doing interviews) that takes the same pragmatic approach as you take in your channel? i.e: let’s explain this important math topic which allows you to solve this problem but let’s ignore this other bit since you don’t need to know the details

[RookieSith]

Hi Greg, great content as always!. I've a question, what specific things does someone have to learn, if any, to work as a data scientist in the healthcare industry? I've read a little about "biostatistics", that's why I'm asking

[OtO_wave]

Hello, love your content. Can you give me exactly the headlines of calculus needed ?
I will be very thankful if you could.