Hands-on Deep Learning

Hands-on Deep Learning

A Guide to Deep Learning with Projects and Applications

Bhasin, Harsh

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

12/2024

390

Mole

9798868810343

Pré-lançamento - envio 15 a 20 dias após a sua edição

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Chapter 1: Revisiting Machine Learning.- Chapter 2: Introduction to Deep Learning.- Chapter 3: Neural Networks.- Chapter 4: Training Deep Networks.- Chapter 5: Hyperparameter Tuning.- Chapter 6: Convolutional Neural Networks: Part 1.- Chapter 7: Convolutional Neural Networks : Part 2.- Chapter 8: Transfer Learning.- Chapter 9: Recurrent Neural Networks.- Chapter 10: LSTM and GRU.- Chapter 11: Autoencoders.- Chapter 12: Introduction to Generative Models.- Appendices A-G.
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Deep Learning;Neural Networks;Convolutional Neural Networks;Sequence Models;Generative AI;Medical Imaging;Transformers,