Learn PyTorch for Deep Learning – Free 26-Hour Course
pytorchdeep-learningcoursetutorialfreecodecamp
Abstraction: Free 26-hour hands-on PyTorch deep learning course for beginners
Key points:
- 26-hour course by Daniel Bourke available free on freeCodeCamp YouTube; companion materials at learnpytorch.io and GitHub (mrdbourke/pytorch-deep-learning)
- As of July 2022, 58% of ML research papers with code use PyTorch, making it the dominant framework in research
- Prerequisites: 3–6 months Python experience; course targets beginners and builds confidence navigating PyTorch documentation
- Five sequential modules: tensors fundamentals, PyTorch workflow (data → model → evaluate → improve → save), classification, computer vision, custom datasets
- Pedagogical approach is code-first and apprenticeship-style: intentional errors are left in videos to teach debugging
- Tesla uses PyTorch for self-driving computer vision; Apple uses it for iPhone computational photography models
Connections: Pytorch · Freecodecamp · Deep Learning · Machine Learning Education
Source: https://www.freecodecamp.org/news/learn-pytorch-for-deep-learning-in-day/