AI Foundation - Domain 04
Deep Learning
Neural networks from perceptron to Transformer — activation functions, backprop, CNNs, RNNs, attention, and modern architectures.
Tier 2 - Core ML
Content Coming Soon
This domain is actively being written. All 8 chapters are planned and outlined. Check back soon, or explore Domain 01 and 02 which are fully available.
Planned Chapters
Ch 4.1
The Artificial Neuron
Coming Soon Ch 4.2
Feedforward Networks
Coming Soon Ch 4.3
Backpropagation In Depth
Coming Soon Ch 4.4
CNNs — Convolutional Networks
Coming Soon Ch 4.5
RNNs & LSTMs
Coming Soon Ch 4.6
Attention & Transformers
Coming Soon Ch 4.7
Regularisation Techniques
Coming Soon Ch 4.8
Training Deep Networks
Coming Soon