Deep Learning with PyTorch
Neural networks from tensors to transformers
4.7(1,840 ratings)14,660 learnersUpdated Oct 2026 · English · CC· 1h 5m
ARCreated by Amir Rahman· Updated Oct 2026What you'll learn
- Train neural networks in PyTorch
- Build CNNs and transformers
- Train on GPUs efficiently
Learn deep learning by building: image classifiers, sequence models and a small transformer, all in PyTorch.
Course content
2 sections · 5 lessons · 1h 5m total length
1 · Tensors2 lessons · 22m
- 1.2 Autograd11:40
2 · Networks3 lessons · 44m
- 2.1 Training loops13:20
- 2.2 CNNs14:45
- 2.3 Transformers15:30
Instructor
AR
Amir Rahman
Machine learning engineer, LLM apps · 50,910 students · 4 courses
Amir builds AI products for a living and teaches the parts that matter in production: data, evaluation and cost.
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