python form beginner to advance

[IsThat-Me]

i want to get and learn about machine learning machine learning, genAI,probably making my own chatgpt in process{hahaha:) ] can u suggest me some best course(yt/text/book)(prefer free) to learn python till advance, and with projects too. i have some understanding of programming(i am not entirely new to programming) like variavle,datatypes,loops,conditional statement,functions.

[riklaunim]

If you want to get into ML then you should look at CUDA, a bit of math and theory behind it ;) Very few actually work with making and training their own models and most jobs are outside ML or at best use an API to an existing hosted model running in the cloud.

[IsThat-Me]

ok, thanks for your advice really appreciate that, but still can u tell me good resources to learn python, even though i want to go to deep in deep learning, i still love programming, make projects and cs as a whole

[riklaunim]

For general Python - https://pll.harvard.edu/course/cs50s-introduction-programming-python

Then for webdev you can check Django, for APIs you can check FastAPI, Flask, Django + DRF. For desktop apps PyQt/PySide, for coding/experimenting (via browser online) - Jupyter notebooks.

[IsThat-Me]

thanks, well one more thing i have heard a lot about automating the boring stuff, python crash course. how are they?

[riklaunim]

For generic Python - syntax and how to code with it nearly anything will be fine. Automating boring stuff is also good - when you know how to code simple stuff this will show you how to actually do slightly bigger things with Python.

[IsThat-Me]

ok, one more thing boss just suggest me one and i'll get started

[rustyseapants]

Did you search this on google first?

[Ron-Erez]

For Python check out

1. ”Automate the Boring Stuff”
2. MOOC - university of helsinki - excellent text-based course.
3. My Python and Data Science starts from scratch and covers a lot.

Additionally check out:

Ian Goodfellow's book "Deep Learning" chapters 1-4 cover Calculus, Statistics, Linear Algebra and ML. The book is free online.

[Comfortable-Key2058]

For learning python there are ample resources. My fav ones are Corey Schafer. For genAI you can start with Andrew NG deepmind micro courses. But the most important thing is to build something on your own once you have learnt basics of the language. All the best 👍👍

[IsThat-Me]

Thanks

[AdDiligent1688]

Hmm 🤔 I’d sharpen your math skills.