DL-01 · Advanced
Deep learning
Neural networks in PyTorch (and Keras): how they learn, training them well, images with CNNs and transfer learning, and sequences with RNNs and LSTMs.
- Self-study hours
- 43
- Class hours
- 29 (13 at beginner depth)
- Lessons
- 12
- Free certifications
- 2
- Library resources
- 8
✓ All 12 lessons expert reviewed
What you will be able to do
- Write and debug PyTorch training loops, and read the same model in Keras
- Train image models with transfer learning on free GPUs
- Explain why transformers replaced RNNs and LSTMs for sequences
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