Foundations
Deep Learning
Neural networks, CNNs, RNNs, transformers, diffusion models and training techniques
Skills in this topic
5 skills — Sign in to track your progress
Neural Network Basics
beginner
Implement a 2-layer net in NumPy and PyTorch
CNN Architectures
intermediate
Build a CNN image classifier in PyTorch
Sequence Models
intermediate
Implement an LSTM text generator
Generative Models
advanced
Train a GAN on image data
Training at Scale
advanced
Use FP16/BF16 mixed precision training
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