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: 239.65 RON
Availability: InStock

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

Autor: Ahmed F. Gad

Limbă:

Legare: Carte broșată

Editura: LAP Lambert Academic Publishing

Disponibilitate: În depozitul extern

Expediem în 5-8 zile

239.65 lei

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

Informații despre carte

Autor

Ahmed F. Gad

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2017

Pagini

EAN

9786202073127

Enbook ID

18738164

Editura

LAP Lambert Academic Publishing

Greutate

162

Dimensiuni

150 x 220 x 6

Descriere completă

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

Informații despre carte

Descriere completă

S-ar putea să te intereseze

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