Machine Learning Figures
Timeline
The Business Process
Deployment Loop
Choosing a model
Moore's Law
Note that this figure is available under the Creative Commons Attribution 4.0 International Public (CC BY) License.
Neuron
Artificial Neuron
Neural Network
Gradient Descent Updates
Residual neural network (ResNet)
RNN architecture
LSTM formula
Encoder Decoder Seq2Seq
Backpropagation Through Time (BPTT)
Effect of data quantity on error
Effect of learning rate on loss
Effect of model complexity on loss
Grid Search v.s. Random Search
Hyperband
Vanishing Gradient Problem
License
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