Download E-books Predictive Analytics and Data Mining: Concepts and Practice with RapidMiner PDF

By Vijay Kotu, Bala Deshpande

Put Predictive Analytics into motion Learn the fundamentals of Predictive research and information Mining via a simple to appreciate conceptual framework and instantly perform the techniques realized utilizing the open resource RapidMiner instrument. even if you're fresh to info Mining or engaged on your 10th undertaking, this e-book will make it easier to learn info, discover hidden styles and relationships to assist very important judgements and predictions. information Mining has turn into an important software for any company that collects, shops and procedures facts as a part of its operations. This booklet is perfect for company clients, info analysts, company analysts, enterprise intelligence and knowledge warehousing execs and for someone who desires to study information Mining. You’ll manage to: 1. achieve the mandatory wisdom of other facts mining innovations, that you can choose the suitable approach for a given facts challenge and create a common objective analytics strategy. 2. wake up and working speedy with greater than dozen ordinary robust algorithms for predictive analytics utilizing functional use circumstances. three. enforce an easy step by step method for predicting an final result or researching hidden relationships from the information utilizing RapidMiner, an open resource GUI dependent information mining tool

Predictive analytics and information Mining innovations coated: Exploratory facts research, Visualization, choice bushes, Rule induction, k-Nearest buddies, Naïve Bayesian, synthetic Neural Networks, help Vector machines, Ensemble versions, Bagging, Boosting, Random Forests, Linear regression, Logistic regression, organization research utilizing Apriori and FP progress, K-Means clustering, Density established clustering, Self Organizing Maps, textual content Mining, Time sequence forecasting, Anomaly detection and have choice. Implementation documents should be downloaded from the booklet significant other web site at www.LearnPredictiveAnalytics.com

  • Demystifies facts mining options with effortless to appreciate language
  • Shows how you can wake up and operating speedy with 20 ordinary robust options for predictive analysis
  • Explains the method of utilizing open resource RapidMiner tools
  • Discusses an easy five step procedure for imposing algorithms that may be used for acting predictive analytics
  • Includes functional use situations and examples

Show description

Read or Download Predictive Analytics and Data Mining: Concepts and Practice with RapidMiner PDF

Similar Data Mining books

Freemium Economics: Leveraging Analytics and User Segmentation to Drive Revenue (The Savvy Manager's Guides)

Freemium Economics offers a pragmatic, instructive method of effectively imposing the freemium version into your software program items by way of development analytics into product layout from the earliest levels of improvement. Your freemium product generates mammoth volumes of knowledge, yet utilizing that facts to maximise conversion, improve retention, and convey profit will be not easy in the event you do not absolutely comprehend the impression that small alterations could have on profit.

Data Warehousing For Dummies

Information warehousing is likely one of the most well liked company subject matters, and there’s extra to figuring out information warehousing applied sciences than you may imagine. discover the fundamentals of knowledge warehousing and the way it allows info mining and company intelligence with facts Warehousing For Dummies, 2d version. info is maybe your company’s most crucial asset, so your facts warehouse should still serve your wishes.

Data Mining in Finance: Advances in Relational and Hybrid Methods (The Springer International Series in Engineering and Computer Science)

Facts Mining in Finance offers a entire evaluate of significant algorithmic methods to predictive information mining, together with statistical, neural networks, ruled-based, decision-tree, and fuzzy-logic equipment, after which examines the suitability of those techniques to monetary info mining. The e-book focuses particularly on relational information mining (RDM), that's a studying procedure capable of research extra expressive principles than different symbolic ways.

Matrix Methods in Data Mining and Pattern Recognition (Fundamentals of Algorithms)

Numerous very robust numerical linear algebra strategies can be found for fixing difficulties in information mining and trend reputation. This application-oriented booklet describes how glossy matrix equipment can be utilized to resolve those difficulties, supplies an advent to matrix concept and decompositions, and gives scholars with a collection of instruments that may be changed for a selected software.

Additional resources for Predictive Analytics and Data Mining: Concepts and Practice with RapidMiner

Show sample text content

Rated 4.13 of 5 – based on 40 votes