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612-822-4611
Neural Networks with Keras in R: A QuickStart Guide

Neural Networks with Keras in R: A QuickStart Guide

Paperback

General Education

ISBN13: 9798357190024
Publisher: Independently Published
Published: Oct 10 2022
Pages: 102
Weight: 0.34
Height: 0.21 Width: 6.14 Depth: 9.21
Language: English
This 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.

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General Education