Skip to Content
Deep Learning with TensorFlow
book

Deep Learning with TensorFlow

by Giancarlo Zaccone, Fabrizio Milo, Md. Rezaul Karim, Ahmed Menshawy
April 2017
Intermediate to advanced content levelIntermediate to advanced
320 pages
7h 46m
English
Packt Publishing

Overview

Delve into the world of deep learning with 'Deep Learning with TensorFlow.' This comprehensive guide shows how to utilize TensorFlow to implement advanced neural networks and handle real-world data. Learn the concepts and applications of this groundbreaking technology to confidently build machine intelligence systems.

What this Book will help me do

  • Understand the principles of deep learning and TensorFlow to effectively approach machine learning problems.
  • Gain hands-on experience working with TensorFlow, processing real-world datasets including images and text.
  • Learn to design, build, and train neural networks for tasks such as image recognition and text processing.
  • Evaluate and optimize deep learning models to improve their performance and applicability.
  • Explore advanced topics such as reinforcement learning and scalable object detection for cutting-edge applications.

Author(s)

The authors of this book, None Zaccone, None Milo, None Karim, and None Menshawy, collectively bring extensive experience in machine learning, data science, and software development. They are passionate educators who have designed this book to guide learners from foundational concepts to advanced techniques. Their expertise spans rich theoretical knowledge and practical implementation.

Who is it for?

This book is ideal for individuals interested in machine learning and neural networks, such as data scientists, programmers, and researchers. Suitable for those with basic programming skills and a foundational understanding of computer science, it offers a path to master TensorFlow and deep learning. It's also geared towards those curious to explore or innovate in this field for research or industry applications.

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Start your free trial

You might also like

TensorFlow for Deep Learning

TensorFlow for Deep Learning

Bharath Ramsundar, Reza Bosagh Zadeh
Deep Learning with TensorFlow - Second Edition

Deep Learning with TensorFlow - Second Edition

Giancarlo Zaccone, Vihan Jain, Md. Rezaul Karim, Motaz Saad
Hands-On Convolutional Neural Networks with TensorFlow

Hands-On Convolutional Neural Networks with TensorFlow

Iffat Zafar, Giounona Tzanidou, Richard Burton, Nimesh Patel, Leonardo Araujo

Publisher Resources

ISBN: 9781786469786Supplemental Content