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Understanding Deep Learning Applications in Rare Event Prediction/

...

Exercise: Applying Batch Normalization in Neural Networks

Learn how to integrate batch normalization in neural network models to address vanishing and exploding gradients.

We'll cover the following...

What’s batch normalization?
How to apply batch normalization
Loading the data
Preprocessing
Splitting the data
Creating the model
Layers and batch normalization
Compile
Plot the data
Output

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Getting Started

Rare Event Prediction

Multi-Layer Perceptrons (MLPs)

Long Short-Term Memory (LSTM) Networks

Convolutional Neural Networks (CNNs)

Autoencoders

Conclusion

Exercise: Applying Batch Normalization in Neural Networks