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MATH FOUNDRY
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Mindmap
Deep Learning mindmap
Attention mechanism
Convolutional neural ne…
RNNs & LSTMs
Transformer architecture
Activation functions
Backpropagation
Batch and layer normali…
Dropout and regularizat…
Forward pass
Optimizers: SGD, moment…
Embeddings
Transfer learning and f…
Functions are machines
Derivatives: change rig…
Dot product, norms, and…
Matrices transform space