First contact with Deep Learning

First contact with Deep Learning

by Jordi Torres
First contact with Deep Learning

First contact with Deep Learning

by Jordi Torres

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Overview

Artificial Intelligence is changing our lives, and solutions based on Deep Learning are leading this transformation. Deep Learning is now of major interest to private companies, since it can be applied to many areas of activity.
But getting started in this technology is not an easy task. Many enthusiastic professionals in the field of Deep Learning have difficulties establishing a starting point and breaking into this area of innovation, given the enormous amount of resources available today and the complexity of the field.
The purpose of this book is to gradually start the reader off in this exciting world, in a practical way with the Python language. Using the Keras library allows the development of Deep Learning models and abstracts much of the mathematical complexity involved in its implementation.
"First Contact with Deep Learning – Practical introduction with Keras" is an introductory work, designed to support my teaching at the Universitat Politècnica de Cataluna – Barcelona Tech and in turn to help engineers who have left the classrooms and are working, but want to start on their own in this new disruptive technology to assess its possibilities and applications.
In the past, many professionals and companies regretted not thinking about their Internet strategy earlier; I think that in a few years from now the same will be true of Artificial Intelligence, as it is an even greater paradigm shift. I hope your company is not one of them. So now is a good time to start defining your line of action in this field and I hope this book goes some way to help you get started on the subject.

Product Details

BN ID: 2940161787595
Publisher: Jordi Torres UPC
Publication date: 07/29/2018
Series: WATCH THIS SPACE Book Series - Barcelona , #5
Sold by: Barnes & Noble
Format: eBook
File size: 4 MB

About the Author

Professor at the Universitat Politècnica de Catalunya Barcelona Tech with 30 years of experience in teaching and research in high performance computing, with important scientific publications and R&D projects in companies and institutions. His entrepreneurial spirit has led him to apply these systems in advanced analytics on Big Data, and at the moment his research focuses on supercomputing applied to Artificial Intelligence in general and Deep Learning in particular, an area in which he is co-advising three doctoral theses. His research has been published in the main forums of this field, including the International Conference on Learning Representation (ICLR 2018) and workshops within Computer Vision and Pattern Recognition (CVPR 2017, 2018) and Neural Information Processing Systems (NIPS 2016, 2017). In these publications he has collaborated with researchers from the UPC, Columbia University, Google and Facebook. Since its inception he has led a research group at the Barcelona Supercomputer Center . He is intellectually eager and passionate about new technologies. During recent years he has carried out different activities contributing to the definition of what strategy to follow at a technological level ahead of the new challenges that these technologies represent. He is currently a Board Member of iThinkUPC & UPCnet, and acts as a trainer, mentor and expert for various organizations and companies; In turn, he has also written several technical books , gives lectures and has collaborated with different media , radio and television . He has maintained his blog since 2006 . You can find more information at https://www.JordiTorres.org.
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