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Buffl

I2DL

MT

von Mira T.

Inhalte

ML Basics

Neural Networks

Optimization and Backpropagation

Scaling Optimization / SGD

Training Neural Networks 1

Training Neural Networks 2: Loss Functions and Activations

Training Neural Networks 3: Augmentation and Regularization

Convolutional Neural Networks

Popular CNN Architectures

RNNs and Transformers

Advanced Deep Learning Topics

Author

Mira T.

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