Author: Giancarlo Zaccone;Md. Rezaul Karim;Ahmed Menshawy
Publisher: Packt Publishing
Publication year: 2017
E-ISBN: 9781786460127
P-ISBN(Paperback): 9781786469786
Subject: TP Automation Technology , Computer Technology;TP3 Computers
Keyword: 计算技术、计算机技术,自动化技术、计算机技术
Language: ENG
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Description
Delve into neural networks, implement deep learning algorithms, and explore layers of data abstraction with the help of this comprehensive TensorFlow guide About This Book • Learn how to implement advanced techniques in deep learning with Google's brainchild, TensorFlow • Explore deep neural networks and layers of data abstraction with the help of this comprehensive guide • Real-world contextualization through some deep learning problems concerning research and application Who This Book Is For The book is intended for a general audience of people interested in machine learning and machine intelligence. A rudimentary level of programming in one language is assumed, as is a basic familiarity with computer science techniques and technologies, including a basic awareness of computer hardware and algorithms. Some competence in mathematics is needed to the level of elementary linear algebra and calculus. What You Will Learn • Learn about machine learning landscapes along with the historical development and progress of deep learning • Learn about deep machine intelligence and GPU computing with the latest TensorFlow 1.x • Access public datasets and utilize them using TensorFlow to load, process, and transform data • Use TensorFlow on real-world datasets, including images, text, and more • Learn how to evaluate the performance of your deep learning models • Using deep learning for scalable object detection and mobile computing • Train machines quickly to learn from data by ex
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