PyTorch Crash Course: Deep Learning in Python

Published: 13 February 2026
on channel: NeuralNine

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In this video, we do a crash course on PyTorch, the leading machine learning framework for Python. We start by looking at lower-level concepts like tensors and autodiff. Then we move on to a practical example where we build, train and evaluate a neural network.

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Timestamps:
(0:00) Intro
(0:42) Environment Setup
(5:26) CUDA Information
(7:00) PyTorch Tensors
(11:51) PyTorch AutoGrad
(15:12) Loading Datasets in PyTorch
(20:57) Build Neural Network
(26:21) Train Neural Network
(29:09) Evaluate Neural Network
(31:41) Outro

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