{"product_id":"9783030105303","title":"Undergraduate Topics in Computer Science: An Introduction to Probability, Statistics, and Data Analysis","description":"\u003ch1\u003eUndergraduate Topics in Computer Science: An Introduction to Probability, Statistics, and Data Analysis\u003c\/h1\u003e \u003ch2\u003eKaptein, Maurits; van den Heuvel, Edwin\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book provides an undergraduate introduction to analysing data for data science, computer science, and quantitative social science students. It uniquely combines a hands-on approach to data analysis – supported by numerous real data examples and reusable [R] code – with a rigorous treatment of probability and statistical principles. \u003c\/p\u003eWhere contemporary undergraduate textbooks in probability theory or statistics often miss applications and an introductory treatment of modern methods (bootstrapping, Bayes, etc.), and where applied data analysis books often miss a rigorous theoretical treatment, this book provides an accessible but thorough introduction into data analysis, using statistical methods combining the two viewpoints. The book further focuses on methods for dealing with large data-sets and streaming-data and hence provides a single-course introduction of statistical methods for data science.\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2022-02-03\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783030105303\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-030-10531-0\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 321\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":45382520963212,"sku":"9783030105303","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783030105303.jpg?v=1776453157","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783030105303","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}