{"title":"Data Preprocess","authors":"M. Hossen","doi":"10.1002/9781119654834.ch4","DOIUrl":"https://doi.org/10.1002/9781119654834.ch4","url":null,"abstract":"","PeriodicalId":285097,"journal":{"name":"Machine Learning and Big Data","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125994492","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Correlation and Regression","authors":"D. Mood, James R. Morrow, Matthew B. McQueen","doi":"10.1002/9781119654834.CH3","DOIUrl":"https://doi.org/10.1002/9781119654834.CH3","url":null,"abstract":"The word correlation is used in everyday life to denote some form of association. In statistical terms we use correlation to denote association between two quantitative variables. We also assume that the association is linear, that one variable increases or decreases a fixed amount for a unit increase or decrease in the other. The other technique that is often used in these circumstances is regression, which involves estimating the best straight line to summarize the association.","PeriodicalId":285097,"journal":{"name":"Machine Learning and Big Data","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131696478","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Index","authors":"","doi":"10.1002/9781119654834.index","DOIUrl":"https://doi.org/10.1002/9781119654834.index","url":null,"abstract":"","PeriodicalId":285097,"journal":{"name":"Machine Learning and Big Data","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123584526","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Reinforcement Learning","authors":"A. Bhatia, M. Saggi, Amit Sundas, Jatinder Ashta","doi":"10.1002/9781119654834.ch11","DOIUrl":"https://doi.org/10.1002/9781119654834.ch11","url":null,"abstract":"","PeriodicalId":285097,"journal":{"name":"Machine Learning and Big Data","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130293403","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Theory of Probability","authors":"Parvaze Ahmad Dar, Afroz","doi":"10.1002/9781119654834.ch2","DOIUrl":"https://doi.org/10.1002/9781119654834.ch2","url":null,"abstract":"","PeriodicalId":285097,"journal":{"name":"Machine Learning and Big Data","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117244382","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Machine Learning","authors":"Elham Ghanbari, S. Najafzadeh","doi":"10.1002/9781119654834.ch7","DOIUrl":"https://doi.org/10.1002/9781119654834.ch7","url":null,"abstract":"","PeriodicalId":285097,"journal":{"name":"Machine Learning and Big Data","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122459605","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Riyanshi Gupta, Kartik Krishna Bhardwaj, D. Sharma
{"title":"Transfer Learning","authors":"Riyanshi Gupta, Kartik Krishna Bhardwaj, D. Sharma","doi":"10.1002/9781119654834.ch13","DOIUrl":"https://doi.org/10.1002/9781119654834.ch13","url":null,"abstract":"","PeriodicalId":285097,"journal":{"name":"Machine Learning and Big Data","volume":"104 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125937771","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Big Data","authors":"R. Chinnaiyan","doi":"10.1002/9781119654834.ch5","DOIUrl":"https://doi.org/10.1002/9781119654834.ch5","url":null,"abstract":"","PeriodicalId":285097,"journal":{"name":"Machine Learning and Big Data","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130169822","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Mathematical Foundation","authors":"Afroz, Basharat Hussain","doi":"10.1002/9781119654834.ch1","DOIUrl":"https://doi.org/10.1002/9781119654834.ch1","url":null,"abstract":"","PeriodicalId":285097,"journal":{"name":"Machine Learning and Big Data","volume":"130 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122900559","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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