Introduction to Deep Learning Business Applications for Developers From Conversational Bots in Customer Service to Medical Image Processing /

• Main Authors: Vieira, Armando (Author, http://id.loc.gov/vocabulary/relators/aut), Ribeiro, Bernardete (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berkeley, CA : Apress : Imprint: Apress, 2018.
• Edition: 1st ed. 2018.
• Subjects: Artificial intelligence.; Python (Computer program language).; Artificial Intelligence.; Python.

Discover the potential applications, challenges, and opportunities of deep learning from a business perspective with technical examples. These applications include image recognition, segmentation and annotation, video processing and annotation, voice recognition, intelligent personal assistants, aut...

Table of Contents:

• 1 Introduction
• 2 Deep Learning: An Overview
• 3 Deep Neural Network Models
• 4 Image Processing
• 5 Natural Language Processing and Speech
• 6 Reinforcement Learning and Robotics
• 7 Recommendations Algorithms and Advertising
• 8 Games and Art
• 9 Other Applications
• 10 Business Impact of DL Technology
• 11 New Research and Future Directions
• Appendix Training DNN with Keras.