How Important Is Math For Machine Learning?

With the field of Artificial Intelligence growing at a rapid rate, many people are looking to get into machine learning. However, there are certain things you need to learn when it comes to machine learning, including math. So how important is it? In this video, I'll cover what level of math understanding you should have, if you want to get into machine learning.

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⭐️ Tags ⭐️
Machine Learning, Math and Programming, How To Get Into Machine Learning

⭐️ Hashtags ⭐️
#techwithtim #shorts

[Vancha]

Statistics! Don't forget statistics, that's what tripped me up when learning neural networks.

[WiLDbEAsTGameSHere]

Being a math student really is a bliss

[UnixBro]

Not basics Calculus, but a strong foundation in calculus, linear Algebra and Probability.

[PO-swin]

That's why I starting to learn maths again from the beginning

[ritwikgupta]

Agree!! when I was learning neural networks, it involved a ton of Calculus

[hariprasath]

Probability CS109 Chris Piech by Stanford
Linear Algebra 18.06 Gilbert by MIT
Statistics for this I recommend book name was 'Statistics' author Robert S.Witte & John S.Witte by Wiley it is a great introductory book for beginners
Calculus I don't get there now if you know any better resources suggest me

[muntasiradnan]

hi mate! how about you make a crash course with the math concepts necessary for ML? I reckon most of us know this stuff already, just need a brush up. Would be immensely helpful

[top_hat_walrus]

This is why I want to just make some good scripts and do backend stuff. Anything above basic algebra is out of my league lol

[purvislewies]

dude you just help me rigth now...thanks alot brother

[mariospapadopoulos]

If you want to understand papers, optimisation and probability are essential.

[nuckyducky]

Math is what got me into python and you're what helped me get good at python haha. It's a cool party trick that no matter what project I'm working on I can whip out pyqt or something and just whip up simple testing ux. Ironically doing LLMs has merged both my math and my python interests so its really a nice area to be in right now.

[gtALIEN]

im forced to take mathematical proofs in the university of toronto dawg its so hard 😭

[Aditya-gpih]

Basically complete Highschool Mathematics and advance calculus and strong hold on proofs.

People just try to solve JEE mains and Advanced(Only if you are able to get 50% ans correct in jee mains) pyqs (previous year questions)

[stevenedwards]

Fortunately, there are no shortage of math courses available for free online. Also, math doesn't change as much as other disciplines do, so even offline you can probably pick up textbooks for super cheap!

[lightyagami]

currently my work as a data analyst doesn't require that much math just some basic statistics. where to learn each and every concept you mentioned?

[SASA_maxillo]

Should i learn machine learning as a 14yo who wants to be a backend dev?

[franpan]

My old buddy who was a math genius is now a machine learning researcher

[hardin]

I am 19, and i am in first year of CS.
But i am weak in maths, Now i started learning maths, From beginning to required math for ml.
I am currently learning Algebra, and intro to calculus, further i will learn linear algebra, and statistics.
Is it good roadmap for math or do i need more??

[biglak]

The only thing holding me back is my neck and back it’s hard af to sit at the computer when that’s bothering me

[robertodelgado]

Statistics is absolutely fundamental, you must know and be confortable with probabilities and probability distribution functions, otherwise, don't even attempt it haha