{"title":"Probability and Computing","authors":"A. Srinivasan","doi":"10.1145/3289137.3289142","DOIUrl":null,"url":null,"abstract":"The power of randomization in the computational context is one of the fundamental discoveries of computer science; furthermore, statistical and probabilistic reasoning is indispensable for modern-day data analysis and data science. In this significantly-expanded second edition, the authors (continuing to assume exposure to just basic discrete probability) present a unified treatment of probabilistic concepts useful for modern computer science and data science.","PeriodicalId":22106,"journal":{"name":"SIGACT News","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2018-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"183","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"SIGACT News","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3289137.3289142","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 183
Abstract
The power of randomization in the computational context is one of the fundamental discoveries of computer science; furthermore, statistical and probabilistic reasoning is indispensable for modern-day data analysis and data science. In this significantly-expanded second edition, the authors (continuing to assume exposure to just basic discrete probability) present a unified treatment of probabilistic concepts useful for modern computer science and data science.
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