Applied Neural Networks with TensorFlow 2

Lingua: inglese

Editore: APress, US, 2020

1484265122 / 9781484265123

Da: Rarewaves.com UK, London, Regno UnitoRarewaves.com UK

Venditore con 5 stelle

Venditore AbeBooks dal 11 giugno 2025

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Descrizione dell’articolo da parte del venditore

Implement deep learning applications using TensorFlow while learning the "why" through in-depth conceptual explanations.  You'll start by learning what deep learning offers over other machine learning models. Then familiarize yourself with several technologies used to create deep learning models. While some of these technologies are complementary, such as Pandas, Scikit-Learn, and Numpy-others are competitors, such as PyTorch, Caffe, and Theano. This book clarifies the positions of deep learning and Tensorflow among their peers. You'll then work on supervised deep learning models to gain applied experience with the technology. A single-layer of multiple perceptrons will be used to build a shallow neural network before turning it into a deep neural network. After showing the structure of the ANNs, a real-life application will be created with Tensorflow 2.0 Keras API. Next, you'll work on data augmentation and batch normalization methods. Then, the Fashion MNIST dataset will be used to train a CNN. CIFAR10 and Imagenet pre-trained models will be loaded to create already advanced CNNs. Finally, move into theoretical applications and unsupervised learning with auto-encoders and reinforcement learning with tf-agent models. With this book, you'll delve into applied deep learning practical functions and build a wealth of knowledge about how to use TensorFlow effectively. What You'll Learn Compare competing technologies and see why TensorFlow is more popularGenerate text, image, or sound with GANsPredict the rating or preference a user will give to an itemSequence data with recurrent neural networks Who This Book Is For Data scientists and programmers new to the fields of deep learning and machine learning APIs.…

Codice articolo LU-9781484265123

Titolo
Applied Neural Networks with TensorFlow 2
Autore
Orhan Gazi Yalçin
Editore
APress, US
Anno di pubblicazione
2020
Condizione
New
Rilegatura
Paperback
Lingua
inglese
ISBN 10
1484265122
ISBN 13
9781484265123

Rarewaves.com UK

London, Regno Unito

Venditore con 5 stelle

Venditore AbeBooks dal 11 giugno 2025

Tariffe di spedizione da Regno Unito a U.S.A.

ArticoloDa 60 a 60 giorni lavorativiDa 60 a 60 giorni lavorativi
Primo articoloEUR 76,79EUR 118,14
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