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Chapter 1: Neural Networks Foundations

Chapter 1: Neural Networks Foundations · PDF fileEpoch Loss 002446 1 Win count 2567 Epoch o,oa32t I Win count 110 150 400 Isa 110 150 400 Isa i dation validation train — validation

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Page 1: Chapter 1: Neural Networks Foundations · PDF fileEpoch Loss 002446 1 Win count 2567 Epoch o,oa32t I Win count 110 150 400 Isa 110 150 400 Isa i dation validation train — validation

Chapter 1: Neural Networks Foundations

Page 2: Chapter 1: Neural Networks Foundations · PDF fileEpoch Loss 002446 1 Win count 2567 Epoch o,oa32t I Win count 110 150 400 Isa 110 150 400 Isa i dation validation train — validation
Page 3: Chapter 1: Neural Networks Foundations · PDF fileEpoch Loss 002446 1 Win count 2567 Epoch o,oa32t I Win count 110 150 400 Isa 110 150 400 Isa i dation validation train — validation
Page 4: Chapter 1: Neural Networks Foundations · PDF fileEpoch Loss 002446 1 Win count 2567 Epoch o,oa32t I Win count 110 150 400 Isa 110 150 400 Isa i dation validation train — validation
Page 5: Chapter 1: Neural Networks Foundations · PDF fileEpoch Loss 002446 1 Win count 2567 Epoch o,oa32t I Win count 110 150 400 Isa 110 150 400 Isa i dation validation train — validation
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Chapter 2: Keras Installation and API

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Chapter 3: Deep Learning with ConvNets

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Chapter 4: Generative Adversarial Networksand WaveNet

Page 27: Chapter 1: Neural Networks Foundations · PDF fileEpoch Loss 002446 1 Win count 2567 Epoch o,oa32t I Win count 110 150 400 Isa 110 150 400 Isa i dation validation train — validation
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Chapter 5: Word Embeddings

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Chapter 6: Recurrent Neural Network — RNN

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Chapter 7: Additional Deep Learning Models

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Chapter 8: AI Game Playing

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Appendix: Conclusion