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OverviewThis book is intended for people who are involved in performing data analysis in some capacity, and want to expand into making predictions with neural networks using Keras. Knowledge of R programming is not assumed and much of the book is dedicated to teaching enough R to quickly get you started using Keras. In addition to an overview of R programming, constructing complex neural networks with multiple outcome variables will be demonstrated. More specifically, regression, binary classification, and multiclass classification are covered using an example data set. Convolutional neural networks, time-series models, and natural language processing models are not covered. However, this book provides a suitable foundation in R programming and Keras to simplify the transition to those more advanced methods. Full Product DetailsAuthor: Samantha Langley , Michael HarrisPublisher: Independently Published Imprint: Independently Published Dimensions: Width: 15.60cm , Height: 0.50cm , Length: 23.40cm Weight: 0.154kg ISBN: 9798357190024Pages: 102 Publication Date: 10 October 2022 Audience: General/trade , General Format: Paperback Publisher's Status: Active Availability: In Print  This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us. Table of ContentsReviewsAuthor InformationTab Content 6Author Website:Countries AvailableAll regions |
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