Predictive Analytics For Dummies

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Автор: Bari A., Chaouchi M., Jung T.

Название: Predictive Analytics For Dummies

Издательство: Wiley

Год: 2014

Формат: pdf

Размер: 10 mb

Язык: английский

Predict the future! This practical guide will help you use Big Data and technology to discover real-world insights, define projects, and help you create goals.

Content:

Introduction.

Getting started with predictive analytics. Entering the arena ; Predictive analytics in the wild ; Exploring your data types and associated techniques ; Complexities of data

Incorporating algorithms in your models. Applying models ; Identifying similarities in data ; Predicting the future using data classification

Developing a roadmap. Convincing your management to adopt predictive analytics ; Preparing data ; Building a predictive model ; Visualization of analytical results

Programming predictive analytics. Creating basic prediction examples ; Creating basic examples of unsupervised predictions ; Predictive modeling with R ; Avoiding analysis traps ; Targeting big data

The part of tens. Ten reasons to implement predictive analytics ; Ten steps to build a predictive analytic model.

Abstract: Combine business sense, statistics, and computers in a new and intuitive way, thanks to Big Data Predictive analytics is a branch of data mining that helps predict probabilities and trends.

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