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The Applied TensorFlow and Keras Workshop

You're reading from The Applied TensorFlow and Keras Workshop

Product type Book

Published in Jul 2020

Publisher Packt

ISBN-13 9781800201217

Pages 174 pages

Edition 1st Edition

Languages

Concepts

Authors (2):

Harveen Singh Chadha

Luis Capelo

View More author details

Table of Contents (6) Chapters

Preface

1. Introduction to Neural Networks and Deep Learning

2. Real-World Deep Learning: Predicting the Price of Bitcoin

3. Real-World Deep Learning: Evaluating the Bitcoin Model

4. Productization

Appendix

1. Introduction to Neural Networks and Deep Learning

Overview

In this chapter, we will cover the basics of neural networks and how to set up a deep learning programming environment. We will also explore the common components and essential operations of a neural network . We will conclude this chapter with an exploration of a trained neural network created using TensorFlow. By the end of this chapter, you will be able to train a neural network.

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Authors (2)

Harveen Singh Chadha

Harveen Singh Chadha is an experienced researcher in deep learning and is currently working as a self-driving car engineer. He is focused on creating an advanced driver assistance systems (ADAS) platform. His passion is to help people who want to enter the data science universe. He is the author of the video course Hands-On Neural Network Programming with TensorFlow.

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Luis Capelo

Luis Capelo is a Harvard-trained analyst and a programmer, who specializes in designing and developing data science products. He is based in New York City, America. Luis is the head of the Data Products team at Forbes, where they investigate new techniques for optimizing article performance and create clever bots that help them distribute their content. He worked for the United Nations as part of the Humanitarian Data Exchange team (founders of the Center for Humanitarian Data). Later on, he led a team of scientists at the Flowminder Foundation, developing models for assisting the humanitarian community. Luis is a native of Havana, Cuba, and the founder and owner of a small consultancy firm dedicated to supporting the nascent Cuban private sector.

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