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

  • 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

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