{"product_id":"data-mining-techniques-and-trends-9788120338128","title":"Data Mining: Techniques and Trends","description":"\u003cp\u003e • Author(s): Sivaselvan B. | Gopalan N. P.\u003cbr\u003e • Publisher: PHI Learning Pvt Ltd\u003cbr\u003e • Publisher Imprint: PHI Learning Pvt Ltd\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eData Analysis Using Statistics and Probability with R Language is a complete introduction to data analysis. It provides a sound understanding of the foundations of the data analysis, in addition to covering many important advanced topics. Moreover, all the techniques have been implemented using R language as well as Excel. \u003c\/p\u003e\u003cp\u003eThis book is intended for the undergraduate and postgraduate students of Management and Engineering disciplines. It is also useful for research scholars \u003c\/p\u003e\u003cp\u003e\u003cb\u003eKEY FEATURES\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e1. Covers data analysis topics such as: \u003c\/p\u003e\u003cp\u003e• Descriptive statistics like mean, median, mode, standard deviation, skewness, kurtosis, correlation and regression \u003c\/p\u003e\u003cp\u003e• Probability and probability distribution \u003c\/p\u003e\u003cp\u003e• Inferential statistics like estimation of parameters, hypothesis testing, ANOVA test, chi-square and t-test \u003c\/p\u003e\u003cp\u003e• Statistical quality control, time series analysis, statistical decision theory \u003c\/p\u003e\u003cp\u003e• Explorative data analysis like clustering and classification \u003c\/p\u003e\u003cp\u003e• Advanced techniques like conjoint analysis, panel data analysis, and logistic regression analysis \u003c\/p\u003e\u003cp\u003e2. Comprises 12 chapters which include examples, solved problems, review questions and unsolved problems. \u003c\/p\u003e\u003cp\u003e3. Requires no programming background and can be used to understand theoretical concepts also by skipping programming. \u003c\/p\u003e\u003cp\u003e4. R and Excel implementations, and additional advanced topics are available at \u003cb\u003e\u003ca href=\"https:\/\/www.phindia.com\/partha_sarathi_bishnu_and_vandana_bhattacherjee\" target=\"_blank\"\u003ehttps:\/\/www.phindia.com\/partha_sarathi_bishnu_and_vandana_bhattacherjee\u003c\/a\u003e\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e5. Whenever in any branch, data analysis technique is required, this book is the best. \u003c\/p\u003e\u003cp\u003e\u003cb\u003eTARGET AUDIENCE\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e• Students of MBA, ME\/M.Tech, and BE\/B.Tech. \u003c\/p\u003e\u003cp\u003e• M.Sc. (Computer Science), MCA, BCA, and research scholars\u003c\/p\u003e","brand":"PHI Learning Pvt Ltd","offers":[{"title":"Paperback","offer_id":45313757380759,"sku":"9788120338128","price":371.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9788120338128.webp?v=1769288321","url":"https:\/\/atlanticbooks.com\/products\/data-mining-techniques-and-trends-9788120338128","provider":"Atlantic Books","version":"1.0","type":"link"}