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: 16767 HUF
Availability: InStock

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

Szerző: Ahmed F. Gad

Nyelv:

Kötés: Puha kötésű

Kiadó: LAP Lambert Academic Publishing

Elérhetőség: Beszállítói készleten

Küldés 5-8 napon belül

16 767 Ft

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

Információk a könyvről

Szerző

Ahmed F. Gad

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2017

oldal

EAN

9786202073127

Enbook ID

18738164

Kiadó

LAP Lambert Academic Publishing

Súly

162

Méretek

150 x 220 x 6

Teljes leírás

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

Információk a könyvről

Teljes leírás

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták