Practical PyTorch · I
A gentle, math-free path to running real AI models in Colab — for engineers (and technical PMs), not ML researchers.
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PyTorch Without the Calculus: What It Is and What You Can Ignore
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Tensors: The One Data Structure You Actually Have to Like
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What a Model Really Is: A Read-Only Peek Inside the Black Box
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Your First Real Model Run, From Photo to Verdict
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Logits, Softmax, and the Two Ends of Every Model
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Three Lines and a Verdict: Running Models with Hugging Face Pipelines
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Beyond pipeline(): Taking the Wheel with from_pretrained
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The Hub and the Heavyweights: Finding Models and Running Big Ones Without Melting Your Laptop
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From Notebook to App: Wrap a Model in a UI Anyone Can Use