5 ms·
Learn Machine Learning
- bigdict 3y agoDon't use TF though, go with PyTorch or maybe JAX.
- kryptogeist 3y agoAs someone that has just started learning machine learning I can say that, in my experience, Pytorch is way more beginner friendly than TF. I had a hard time to setup TF in order for it work with my GPU. On the other hand pytorch was a breeze.
- snats 3y agoJAX feels like the new kid on the block. Every time that I see it is because it has made a project a loot faster (eg. WhisperJAX or the stable diffusion in JAX). Can anyone explain me why is it so fast is it because of parallelism?
- bigdict 3y agoBecause of XLA, a deep learning compiler that looks at the entire computational graph as a whole.
- cl42 3y agoI don't know if this is the best resource for learning AI/ML. I'd sooner recommend Fast.AI, Caltech's open courses, etc.[1] Also, my understanding is that TensorFlow is becoming less and less popular, so you might want to focus on PyTorch. Curious if others agree? [1] See: https://phaseai.com/resources/free-resources-ai-ml-2024 https://phaseai.com/resources/free-resources-ai-ml-2024 [2] For example, scroll down to see the chart here: https://www.assemblyai.com/blog/pytorch-vs-tensorflow-in-2023/ https://www.assemblyai.com/blog/pytorch-vs-tensorflow-in-202...
- nextos 3y agoNot affiliated in any way, but I have always found https://d2l.ai https://d2l.ai a pretty good mix of rigor and working code.
- cl42 3y agoThis is a great resource! I will add it to the list in [1] above. Thanks for sharing it!
- nathanfig 3y agoAlso liked Fast.ai, although they sometimes use Fast libraries instead of PyTorch, it does focus mainly on PyTorch concepts.
- DeIlliad 3y agoI'd probably just recommend the classic Andrew Ng courses on Coursera if you want to learn Machine Learning.
- ramraj07 3y agoEvery Tom Dick and Harry has done that course and the collective inability of most to still understand ML suggests that the course isn’t great after all.
- Malcolmlisk 3y agoIt is not. Does not give you the statistical habilities to work and does not give you the propper introduction to start for yourself. Andrew NG's inhability to teach is very obvios when he starts to talk about back propagation. Also his tone is not the correct one to transmit information at all. Everytime this course is suggested, a kitty dies. There are better books and courses about ML and DL in udemy, for example. Those courses usually focus on production or theory, not both at the same time like andrew does.
- yalogin 3y agoPiggy backing on this thread, are there resources that walk me through creating a generative AI model?
- supriyo-biswas 3y agohttps://github.com/karpathy/minGPT https://github.com/karpathy/minGPT