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Mastering Predictive Analytics with R

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子标题:Master the craft of predictive modeling by developing strategy, intuition, and a solid foundation in essential concepts

Mastering Predictive Analytics with R
作者:
Rui Miguel Forte
ISBN-10:
1783982802
出版年份:
2015
页数:
414
语言:
English
文件大小:
6.22 MB
文件格式:
PDF

图书描述

R offers a free and open source environment that is perfect for both learning and deploying predictive modeling solutions in the real world. With its constantly growing community and plethora of packages, R offers the functionality to deal with a truly vast array of problems.

This book is designed to be both a guide and a reference for moving beyond the basics of predictive modeling. The book begins with a dedicated chapter on the language of models and the predictive modeling process. Each subsequent chapter tackles a particular type of model, such as neural networks, and focuses on the three important questions of how the model works, how to use R to train it, and how to measure and assess its performance using real world data sets.

By the end of this book, you will have explored and tested the most popular modeling techniques in use on real world data sets and mastered a diverse range of techniques in predictive analytics.

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