Predictive Analytics and Data Mining

  • Author : Vijay Kotu
  • Publsiher : Morgan Kaufmann
  • Release : 27 November 2014
  • ISBN : 9780128016503
  • Page : 446 pages
  • Rating : 4/5 from 21 voters

Download or read online book entitled Predictive Analytics and Data Mining written by Vijay Kotu and published by Morgan Kaufmann. This book was released on 27 November 2014 with total page 446 pages. Available in PDF, EPUB and Kindle. Get best books that you want by click Get Book Button and Read as many books as you like. Book Excerpt : Put Predictive Analytics into Action Learn the basics of Predictive Analysis and Data Mining through an easy to understand conceptual framework and immediately practice the concepts learned using the open source RapidMiner tool. Whether you are brand new to Data Mining or working on your tenth project, this book will show you how to analyze data, uncover hidden patterns and relationships to aid important decisions and predictions. Data Mining has become an essential tool for any enterprise that collects, stores and processes data as part of its operations. This book is ideal for business users, data analysts, business analysts, business intelligence and data warehousing professionals and for anyone who wants to learn Data Mining. You’ll be able to: 1. Gain the necessary knowledge of different data mining techniques, so that you can select the right technique for a given data problem and create a general purpose analytics process. 2. Get up and running fast with more than two dozen commonly used powerful algorithms for predictive analytics using practical use cases. 3. Implement a simple step-by-step process for predicting an outcome or discovering hidden relationships from the data using RapidMiner, an open source GUI based data mining tool Predictive analytics and Data Mining techniques covered: Exploratory Data Analysis, Visualization, Decision trees, Rule induction, k-Nearest Neighbors, Naïve Bayesian, Artificial Neural Networks, Support Vector machines, Ensemble models, Bagging, Boosting, Random Forests, Linear regression, Logistic regression, Association analysis using Apriori and FP Growth, K-Means clustering, Density based clustering, Self Organizing Maps, Text Mining, Time series forecasting, Anomaly detection and Feature selection. Implementation files can be downloaded from the book companion site at www.LearnPredictiveAnalytics.com Demystifies data mining concepts with easy to understand language Shows how to get up and running fast with 20 commonly used powerful techniques for predictive analysis Explains the process of using open source RapidMiner tools Discusses a simple 5 step process for implementing algorithms that can be used for performing predictive analytics Includes practical use cases and examples

Predictive Analytics and Data Mining

Predictive Analytics and Data Mining
Author: Vijay Kotu,Bala Deshpande
Publisher: Morgan Kaufmann
Relase: 2014-11-27
ISBN: 9780128016503
GET BOOK

Data Mining and Predictive Analytics

Data Mining and Predictive Analytics
Author: Daniel T. Larose,Chantal D. Larose
Publisher: John Wiley & Sons
Relase: 2015-03-16
ISBN: 9781118116197
GET BOOK

Data Mining and Predictive Analysis

Data Mining and Predictive Analysis
Author: Colleen McCue
Publisher: Butterworth-Heinemann
Relase: 2015-01-02
ISBN: 0128002298
GET BOOK

Predictive Analytics Data Mining and Big Data

Predictive Analytics  Data Mining and Big Data
Author: S. Finlay
Publisher: Springer
Relase: 2014-07-01
ISBN: 9781137379283
GET BOOK

Predictive Data Mining Models

Predictive Data Mining Models
Author: David L. Olson,Desheng Wu
Publisher: Springer
Relase: 2019-08-07
ISBN: 9789811396649
GET BOOK

Commercial Data Mining

Commercial Data Mining
Author: David Nettleton
Publisher: Morgan Kaufmann
Relase: 2014
ISBN: 0124166024
GET BOOK

Descriptive Data Mining

Descriptive Data Mining
Author: David L. Olson,Georg Lauhoff
Publisher: Springer
Relase: 2019-05-06
ISBN: 9789811371813
GET BOOK

Data Mining for Business Analytics

Data Mining for Business Analytics
Author: Galit Shmueli,Peter C. Bruce,Nitin R. Patel
Publisher: John Wiley & Sons
Relase: 2016-04-22
ISBN: 9781118729243
GET BOOK

Predictive Analytics

Predictive Analytics
Author: Richard Hurley
Publisher: Unknown
Relase: 2020-01-19
ISBN: 1952191009
GET BOOK

Predictive Analytics for Marketers

Predictive Analytics for Marketers
Author: Barry Leventhal
Publisher: Kogan Page Publishers
Relase: 2018-02-03
ISBN: 9780749479947
GET BOOK

Data Mining and Predictive Analysis

Data Mining and Predictive Analysis
Author: Colleen McCue
Publisher: Butterworth-Heinemann
Relase: 2014-12-30
ISBN: 9780128004081
GET BOOK

Handbook of Statistical Analysis and Data Mining Applications

Handbook of Statistical Analysis and Data Mining Applications
Author: Robert Nisbet,Gary Miner,Ken Yale
Publisher: Elsevier
Relase: 2017-11-09
ISBN: 9780124166455
GET BOOK

Data Preparation for Data Mining

Data Preparation for Data Mining
Author: Dorian Pyle
Publisher: Morgan Kaufmann
Relase: 1999-04-05
ISBN: 1558605290
GET BOOK

Predictive Analytics For Dummies

Predictive Analytics For Dummies
Author: Dr. Anasse Bari,Dr. Mohamed Chaouchi,Dr. Tommy Jung
Publisher: John Wiley & Sons
Relase: 2016-09-16
ISBN: 9781119267010
GET BOOK

Data Mining for Business Analytics

Data Mining for Business Analytics
Author: Galit Shmueli,Peter C. Bruce,Peter Gedeck,Nitin R. Patel
Publisher: John Wiley & Sons
Relase: 2019-11-05
ISBN: 9781119549840
GET BOOK