GenAILearn module 3

Learn Deep Learning

Build intuition for how neural networks learn — from a single neuron to transformers.

This free visual module includes 16 lessons with interactive 3D explanations, plain-English theory, and quizzes.

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Lessons in Deep Learning

  1. What is a Neuron? 10 min - Beginner
  2. Activation Functions 10 min - Beginner
  3. Neural Network Architecture 12 min - Intermediate
  4. Forward Propagation 12 min - Intermediate
  5. Loss Functions 10 min - Intermediate
  6. Backpropagation 18 min - Advanced
  7. Optimizers (SGD, Adam) 15 min - Advanced
  8. Overfitting & Dropout 12 min - Intermediate
  9. Batch Normalization 12 min - Advanced
  10. CNN — Convolution 15 min - Intermediate
  11. CNN — Pooling & Full Architecture 15 min - Intermediate
  12. Transfer Learning 12 min - Intermediate
  13. RNN & Sequences 15 min - Advanced
  14. LSTM & GRU 15 min - Advanced
  15. Attention Mechanism 18 min - Advanced
  16. Transformers in AI 20 min - Advanced