{"product_id":"statistics-with-r-for-machine-learning-volume-1-data-preparation-and-splitting-with-r-for-machine-learning-hardback-9781779564702","title":"Statistics with R for Machine Learning: Volume 1; Data Preparation and Splitting with R for Machine Learning (Hardback) 9781779564702","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eStatistics with R for Machine Learning: Volume 1\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eData Preparation and Splitting with R for Machine Learning\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eMohsen Nady (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781779564702\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 31 March 2026\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e295 pages\u003cbr\u003e22.9 x 15.2 x 1.5 cm, 0.666 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eData preparation is the foundation of any successful machine learning project. This volume provides a comprehensive guide to cleaning, transforming, and splitting data for machine learning using R, including handling missing values, feature scaling, and stratified sampling. Practical examples and R code demonstrate how to optimize datasets for predictive modeling. The volume is essential for data scientists and machine learning practitioners seeking to build robust models.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cul\u003e\n\u003cli\u003eChapter 1 Introduction \u003c\/li\u003e\n\u003cli\u003eChapter 2 Clean the Raw Data \u003c\/li\u003e\n\u003cli\u003eChapter 3 Splitting Data\u003c\/li\u003e\n\u003c\/ul\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\u003c\/font\u003e","brand":"Arcler Press","offers":[{"title":"Brand New","offer_id":52637827170584,"sku":"9781779564702","price":120.99,"currency_code":"GBP","in_stock":true}],"url":"https:\/\/freshlyprintedbooks.co.uk\/products\/statistics-with-r-for-machine-learning-volume-1-data-preparation-and-splitting-with-r-for-machine-learning-hardback-9781779564702","provider":"Freshly Printed Books","version":"1.0","type":"link"}