Python for Machine Learning – Your Handy Roadmap

Imagine a road trip from “Hey, what’s a variable?” to tweaking your own LLM! This guide breaks it down into bite-sized stops: core Python skills, data handling & analysis, interactive learning resources, essential SWE tools, (optional) math refreshers, machine learning foundations, deep learning deep-dives, real-world ML applications and even a bonus LLM pit-stop. Timestamps make it easy to jump straight to whatever you need.

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