TensorFlow: A Guide to Build Artificial Neural Networks using Python

Name: TensorFlow: A Guide to Build Artificial Neural Networks using Python
Brand: LAP Lambert Academic Publishing
SKU: 9786202073127
Price: 984 CZK
Availability: InStock

Build artificial neural networks using TensorFlow library with detailed explanation of each step and line of code

Autor: Ahmed F. Gad

Jazyk:

Vazba: Brožovaná

Vydavatel: LAP Lambert Academic Publishing

Dostupnost: Skladem u dodavatele

Odesíláme za 5-8 dnů

984 Kč

This guide assumes you know nothing about TensorFlow and takes you from the beginning until understa...

Informace o knize

Autor

Ahmed F. Gad

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2017

Stránek

EAN

9786202073127

Enbook ID

18738164

Vydavatel

LAP Lambert Academic Publishing

Hmotnost

162

Rozměry

150 x 220 x 6

Kompletní popis

This guide assumes you know nothing about TensorFlow and takes you from the beginning until understanding the basics of a TensorFlow program including Variables, Placeholders, dataflow graphs, TensorFlow Core API, and TensorBoard for visualization. Because artificial neural networks (ANNs) are in the heart of deep learning models, it is recommended to start learning how they work and implemented programmatically. This guide covers in details all steps required for creating your first ANN using TensorFlow starting by reading input data then building neural networks layers (input, hidden, output) and finally making predictions. This guide helps you how neural networks parameters (e.g. weights) are updated by tracing the dataflow graph. Because the traditional way of reading data using placeholders is not appropriate for large datasets, pandas Series and DataFrame are discussed by understanding the different ways they are created. This is in addition to indexing, updating, deleting items. In addition to TensorFlow Core API, some higher level APIs are discussed including TensorFlow Estimators and train for saving time wasted by implementing some of the frequently used operations.

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TensorFlow: A Guide to Build Artificial Neural Networks using Python

Build artificial neural networks using TensorFlow library with detailed explanation of each step and line of code

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také