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Lesson 1 · 10 min

Python for ML in 30 minutes

You don't need 10 years of Python. You need NumPy, lists, dicts, and iterators. Here's the survival kit.

Why Python

ML lives in Python because of the libraries — NumPy (numerics), PyTorch (deep learning), Hugging Face (models), scikit-learn (classical ML). The language itself is unremarkable. What you need is fluency in the idioms that ML code uses constantly.