What are some great books (or other resources) to get into machine learning?
how are your math skills ?
Pretty good.
If you don't know how to program my first suggestion would be to learn programming fundamentals with Python first
jetbrains.com/academy
Introductory AI Course (Very Begginer Friendly) :
elementsofai.com
Machine Learning Course (More diffucult, but you said your good with math) :
coursera.org/learn/machine-learning
Linear Algebra Refresher w/ a more visual approach in case you need it :
youtube.com/watch?v=fNk_zzaMoSs&list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
A.I related podcast that can keep you inspired throughout your journey :
youtube.com/user/lexfridman/videos
You do not by any means need to finish all these courses lol.
Pick the one that works best for you and stick with it.
I'd start with getting up to speed with Python (which is easy), and then doing the Introductory Elements of AI course to see if this is something that interests you.
If you don't know how to program my first suggestion would be to learn programming fundamentals with Python first
https://www.jetbrains.com/academy/
Introductory AI Course (Very Begginer Friendly) :
https://www.elementsofai.com/
Machine Learning Course (More diffucult, but you said your good with math) :
https://www.coursera.org/learn/machine-learning
Linear Algebra Refresher w/ a more visual approach in case you need it :
https://www.youtube.com/watch?v=fNk_zzaMoSs&list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
A.I related podcast that can keep you inspired throughout your journey :
https://www.youtube.com/user/lexfridman/videos
You do not by any means need to finish all these courses lol.
Pick the one that works best for you and stick with it.
I'd start with getting up to speed with Python (which is easy), and then doing the Introductory Elements of AI course to see if this is something that interests you.
Ayyy you a real one, thanks. Don't worry about the programming, I have a bachelor's in computer science. I just never had the chance to get into machine learning or AI properly. And it was Lex who actually got me interested, been watching his podcast for a while now.
Thanks again.
bump
who knows a lot about diffusion models? this is a new idea to me and i havent really taken time to dig into it but im curious what this really means
Also yesterday i learned about this technique where you can use a GAN to learn the features of your data, then transfer the weights of the discriminator to a CNN for classification, the advantage being you dont need nearly as much training data to get your classifier working well.
Any thoughts?
Would love to get into this. Although im not good at maths but pretty decent at programming if i might say so myself
Would love to get into this. Although im not good at maths but pretty decent at programming if i might say so myself
These videos are great for explaining the math used in machine learning as well as a general overview
The dataset is great for getting started too, it’s relatively simple to train using pytorch and/or tensorflow, from there you can either try to train a neural network using pure numpy or a lower level language (this is what I’ve been working on as a personal project this semester), or you could play around with those python libraries and different datasets, depends whether you want more experience with data science or computer science
Seems like things r accelerating
I'm still tryna understand transformers reinforcement learning etc
Hopefully bout to start working on research in this field, biological image stuff, probably on the cutting edge side
No cap I'm already thinking of how I can contribute to the field, maybe develop something for commercial use
I already know about the basics so it shouldn't take too long
Don't sleep tho, this the calm before the storm, tbh this is the gateway to the future we all imagined as kids. In 10-20 years atleast 50% of jobs will be able to be automated. It's not a question of if but when. And even more importantly whether we let this revolution happen
Ngl checked out the GPT models and uhhh
It’s basically been like 10x-ing my productivity writing software
Asked it to do a bunch of little scripts ID been putting off and it did all of them perfectly
Stable diffusion seems so weird like how does it work
there’s a lot of easy to understand walk throughs of how it works. don’t have time to link any rn but YouTube has some good ones. also huggingface has a good write up
This s*** blowing my mind every day lol. I implemented a high level programming language starting from a lambda calculus implementation
has anyone tried running gpt4all or any other local text ai?
Hopefully bout to start working on research in this field, biological image stuff, probably on the cutting edge side
No cap I'm already thinking of how I can contribute to the field, maybe develop something for commercial use
I already know about the basics so it shouldn't take too long
Don't sleep tho, this the calm before the storm, tbh this is the gateway to the future we all imagined as kids. In 10-20 years atleast 50% of jobs will be able to be automated. It's not a question of if but when. And even more importantly whether we let this revolution happen
are u a ds or cs major?