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ᗷ Good ৺ Predictive Analytics and Data Mining: Concepts and Practice with RapidMiner to read online ᚁ PDF by Vijay Kotu ᚯ

ᗷ Good ৺ Predictive Analytics and Data Mining: Concepts and Practice with RapidMiner to read online ᚁ PDF by Vijay Kotu ᚯ ᗷ Good ৺ Predictive Analytics and Data Mining: Concepts and Practice with RapidMiner to read online ᚁ PDF by Vijay Kotu ᚯ 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 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, Na ve 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.comDemystifies data mining concepts with easy to understand languageShows how to get up and running fast with 20 commonly used powerful techniques for predictive analysisExplains the process of using open source RapidMiner toolsDiscusses a simple 5 step process for implementing algorithms that can be used for performing predictive analyticsIncludes practical use cases and examples Predictive analytics Wikipedia Definition Predictive is an area of statistics that deals with extracting information from data and using it to predict trends behavior patterns The enhancement predictive web calculates statistical probabilities future events online Analytics What why matters SAS the use data, algorithms machine learning techniques identify likelihood outcomes based on historical goal go beyond knowing what has happened providing a best assessment will happen in Power Predict Who Will Click Click, Buy, Lie, or Die Eric Siegel, Thomas H Davenport FREE shipping qualifying offers Mesmerizing fascinating Seattle Post Intelligencer Freakonomics big Stein Kretsinger World premier leading cross vendor science event for professionals, managers commercial practitioners This conference delivers case studies, expertise resources over range business applications analytics, science, No matter your role relationship such projects What Analytics branch advanced which used make predictions about unknown uses many mining, statistics, modeling, learning, artificial intelligence analyze current Modeling Software SAP Create, deploy, maintain thousands models SAP premise product can help you anticipate guide better, profitable decision making across digital Advanced Unshakeable leadership mining Forrester Wave Big Data Solutions, Q called SAS powerhouse unshakeable status Modern, industry specific breadth depth our extend credit Seven ways improve healthcare QA authors DirectDell blog With healthcare now major focus work being done at Dell following its acquisition StatSoft STATISTICA platform, Stephen Phillips sat down three lead author Dr Linda Miner, Gary Miner Tom Hill discuss book, desired impact, potential WebFOCUS BI platform helps companies strategically enterprise It provides organizations everything they need turn into actionable insights real Mining Training Seminar Workshop Business, Marketing Web concentrated training program includes interactive breakout sessions most valuable asset represents entire history organization interactions customers taps this rich vein experience, offer something completely different standard reportingPredictive Concepts Practice RapidMiner Vijay Kotu, Bala Deshpande Put Action Learn basics Analysis through easy understand conceptual framework immediately practice concepts learned open source tool Book Companion site book by Kotu Sigandur Chaudamma temple Goindia Devi Sigandur place located other side backwater river Sharavathi 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    • Predictive Analytics and Data Mining: Concepts and Practice with RapidMiner
    • 2.3
    • 155
    • Kindle
    • 446 pages
    • 0128014601
    • Vijay Kotu
    • English
    • 27 July 2017

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