Hands-On Deep Learning with R: A practical guide to designing, building, and improving neural network models using R

Author:   Michael Pawlus ,  Rodger Devine
Publisher:   Packt Publishing Limited
ISBN:  

9781788996839


Pages:   330
Publication Date:   24 April 2020
Format:   Paperback
Availability:   Available To Order   Availability explained
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Hands-On Deep Learning with R: A practical guide to designing, building, and improving neural network models using R


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Author:   Michael Pawlus ,  Rodger Devine
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
ISBN:  

9781788996839


ISBN 10:   1788996836
Pages:   330
Publication Date:   24 April 2020
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Table of Contents Machine Learning Basics Setting Up R for Deep Learning Artificial Neural Networks Convolutional Neural Networks for Image Recognition Multilayer Perceptron Neural Networks for Signal Detection Neural Collaborative Filtering Using Embeddings Deep Learning for Natural Language Processing Long Short-Term Memory Networks for Stock Forecast Generative Adversarial Networks for Face Generation Reinforcement Learning for gaming Deep Q Learning for Maze Solving

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Author Information

Michael Pawlus is a data scientist at The Ohio State University where he is currently part of the team building of the data science infrastructure for the Advancement department while also leading the implementation of innovative projects there. Prior to this, Michael was a data scientist at the University of Southern California. In addition to this work, Michael has chaired data science education conferences, published articles on the role of data science within fundraising and currently serves on committees where he is focused on providing a wider variety of educational offerings as well as increasing the diversity of content creators in this space. Michael holds degrees from Grand Valley State University and the University of Sheffield. Rodger Devine is the Associate Dean of External Affairs for Strategy and Innovation at the USC Dornsife College of Letters, Arts, and Sciences. Rodger’s portfolio includes advancement operations, BI, leadership annual giving, program innovation, prospect development, and strategic information management. Prior to USC, Rodger served as the Director of Information, Analytics, and Annual Giving at the Michigan Ross School of Business. Rodger brings nearly 20 years of experience in software engineering, IT operations, BI, project management, organizational development, and leadership. Rodger completed his Masters in data science at the University of Michigan and is a doctoral student in the OCL program at the USC Rossier School of Education.

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