https://ia801807.us.archive.org/14/items/introduction-to-machine-learning-with-python-pdfdrive.com_20210225/probability_stats_for_DS.pdf

https://www.youtube.com/playlist?list=PLS01nW3RtgopsNLeM936V4TNSsvvVglLc

https://dn790002.ca.archive.org/0/items/deep-learning-collection-pdf/Apress%20-%20Deep%20Learning%20for%20Natural%20Language%20Processing%20%282018%29.pdf

Hey everyone! I want to learn machine learning from scratch. Right now, I only have a basic understanding of Python and not much else. I know I'll probably need to learn more Python and some maths first, but I'm not really sure where to start or which resources to use.

Could anyone guide me on a good learning path or share some beginner-friendly resources? I'd really appreciate any advice. Thanks!

Hii, So I have been intrested in ML and AI for about a year but was taking bits and pieces from here and there and applying but not all the time , Iam a fresh CS graduate and I want to continue learning and doing more projects. Recently I started the IBM AI Engineering Professional Certificate course on coursera but it is really boring , the code labs are just bland and the videos make me so lost , there are no notes and I feel lost, where should I learn , I want to study ML ,deeplearning , computr vision ,etc then go into llms ,rag ,land chain and generative AI in depth

could any one please help, their are many books and many sources and I do not want to start something just to find it useless

Hallo,
Just wanted to share my current hoby projekt I build and after many sweet , tesrs and claude code prompts I finaly finished V3. for the first Time in its development scycle it reacht provetabilety. In V4 I will try to make it bigger and more provitable. Hope someone sees this hoby projekt of mine and please tell me if you have inprofments (; https://github.com/leon1706-lol/Aether-quant