how crazy is the maths for machine learning? i'm currently studying it but the whole math part worries me as someone who's barely passed their math classes throughout high school

It's all math nigga

>>106022459 (OP)
machine learning alone?
basic stats
you dont need anything fancy to build an ml program
you have a bunch of functions that throw either a range or a boolean
and you correlate what has been activated with the labels of your dataset

conceptually ML is dead simple
its just that it has alot of moving parts
and the maths can get pretty complicated depending on the exact capabilities of your program

>>106022459 (OP)
ah shit
>currently studying ML
not
>wanting to build ML
youre in for a rough ride then because everything is math expressions

Depends on the teacher. But if you're learning it in college it is math heavy. If you want to be a researcher studying statistics is smarter.

>>106022459 (OP)

way is asaka a negar face?

>>106022459 (OP)
It's not crazy at all, it's extremely simple. It couldn't be crazy, otherwise it would be very slow.

>>106022514
>>106022785
>>106022860
>>106022874
that's concerning. maybe will do something else or just get good. thanks anons

>>106023290
if getting good is an option then thats what you should do in my opinion
options exist
edx, chatbots, remediation courses
---
godspeed

>>106023260
shrimple enough to include in a 4chan post?

>>106022459 (OP)
Machine learning Math is extremely simple.

My recommendation is the following:
strong bases in statistics and probability, focus on this one, learn the basic concepts of conditional probability, probability functions and at least how to simulate or sample a distribution.
Linear algebra, just understanding how a linear transformation works is practically enough.
From numerical methods learn the newton method and stochastic gradient
with these you can easily build a machine learning algorithm

Deeplearning is not more than a glorified non-linear complicated function where the parameters are find by optimization methods.

Actually the maths behind ML aren't even hard, whoever says the opposite is probably a little bit behind the IQ curve and even those can learn them

azumanga has such a shitty artstyle

>imagine belong in the list

>>106022459 (OP)
There is no math. Just use tensorflow or ask AI to use it for you.
If you want to understand it, don't listen to the CSfags, it's literally just the chain rule

>>106023706
>tensorflow
>it's literally just the chain rule
lol illiterate monkey, first that all tensorflow is dead, everything is now into torch and jax and even with that you need to understand at least what a tensor is
>the chain rule
thats not even close to how ML works and is unrelated unless you are talking the way the functions are executing on inference graphs.

>>106023787
>the way the functions are executing on inference graph
I am talking about that, what else is there to talk about? Are you seeing any tensors here?