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@ liminal
2025-03-04 16:57:20
Did a bit of digging into my memory 😆
For syntax getting the scaffolding down:
1) Portilla's Udemy course Python for Data Science and Machine Learning Bootcamp. This one gave me a good footing for pandas and matplotlib
2) Sentdex has lots of free content both on youtube pythonprogramming.net.
In terms of the mentality of data science, I'd recommend Think Like a Data Scientist by Brian Godsey.
For deep learning and AI - Your best coverage would probably be through
1) Sentdex's Neural Networks From Scratch
2) Andrej Karpathy's Youtube channel, which covers building GPT from scratch and his deep dive into LLMs
General ML and DL can get very deep into the weeds, but I think these resources get you enough of an overview to use existing libraries effectively.