Deep Learning Roadmap
PyTorch-focused — click any node to open the article or video.
Foundations
Understanding Neural Networks
Vanishing / Exploding Gradients
Architectures
Feedforward Neural Network
Convolutional Neural Network
Generative Adversarial Network
Training
Optimizers
Regularization
Model Optimization
Neural Architecture Search
Hugging Face Transformers