{"title":"Index","authors":"","doi":"10.1002/9781119556749.index","DOIUrl":"https://doi.org/10.1002/9781119556749.index","url":null,"abstract":"","PeriodicalId":162790,"journal":{"name":"Machine Learning in the AWS Cloud","volume":"207 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121439475","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":"Amazon Machine Learning","authors":"","doi":"10.1002/9781119556749.ch15","DOIUrl":"https://doi.org/10.1002/9781119556749.ch15","url":null,"abstract":"","PeriodicalId":162790,"journal":{"name":"Machine Learning in the AWS Cloud","volume":"171 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133369084","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}
J.-A. Garrido, B. Arnold, Amy A. Winecoff, A. Żurański, Pranay Anchuri, J. Garrido, Ellen DiPippo, Sarah McGovern, Peter J. Ramadge, T. Skafte, Z. Guan, M. Machala, C. Gopal, M. Monti, L. Martinez, E. Stamate, S. Sanna, J. A. G. Torres, E. Crumlin, M. Garcia-Melchor, M. Bajdich, W. Chueh, C. Graves
{"title":"Data Visualization with Python","authors":"J.-A. Garrido, B. Arnold, Amy A. Winecoff, A. Żurański, Pranay Anchuri, J. Garrido, Ellen DiPippo, Sarah McGovern, Peter J. Ramadge, T. Skafte, Z. Guan, M. Machala, C. Gopal, M. Monti, L. Martinez, E. Stamate, S. Sanna, J. A. G. Torres, E. Crumlin, M. Garcia-Melchor, M. Bajdich, W. Chueh, C. Graves","doi":"10.1002/9781119556749.ch3","DOIUrl":"https://doi.org/10.1002/9781119556749.ch3","url":null,"abstract":"","PeriodicalId":162790,"journal":{"name":"Machine Learning in the AWS Cloud","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130058394","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":"Amazon\u0000 SageMaker","authors":"","doi":"10.1002/9781119556749.ch16","DOIUrl":"https://doi.org/10.1002/9781119556749.ch16","url":null,"abstract":"","PeriodicalId":162790,"journal":{"name":"Machine Learning in the AWS Cloud","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130183965","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":"Introduction to Amazon Web Services","authors":"Thilina Gunarathne, S. Ekanayake","doi":"10.1002/9781119556749.ch6","DOIUrl":"https://doi.org/10.1002/9781119556749.ch6","url":null,"abstract":"Amazon Web Services is a cloud computing provider. That is, it provides on-demand access to computing infrastructure (networks, servers, storage, etc.). There isn’t enough time to discuss all of its products, but some important use cases include: • Renting virtual computers you can run code on • Building and training machine learning models using canned routines • Storing and backing up (potentially massive) amounts of data • Creating a database and running queries on it • Hosting websites • Crowd-sourcing human intelligence tasks (tasks computers currently can’t perform)","PeriodicalId":162790,"journal":{"name":"Machine Learning in the AWS Cloud","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115799190","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":"Data Collection and Preprocessing","authors":"Mark Dickison, Matteo Magnani, L. Rossi","doi":"10.1017/CBO9781139941907.004","DOIUrl":"https://doi.org/10.1017/CBO9781139941907.004","url":null,"abstract":"","PeriodicalId":162790,"journal":{"name":"Machine Learning in the AWS Cloud","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127612585","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":"Introduction to Machine Learning","authors":"Diego Hernán Peluffo-Ordóñez","doi":"10.1002/9781119556749.ch1","DOIUrl":"https://doi.org/10.1002/9781119556749.ch1","url":null,"abstract":"","PeriodicalId":162790,"journal":{"name":"Machine Learning in the AWS Cloud","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129413330","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":"Amazon Lex","authors":"","doi":"10.1002/9781119556749.ch14","DOIUrl":"https://doi.org/10.1002/9781119556749.ch14","url":null,"abstract":"","PeriodicalId":162790,"journal":{"name":"Machine Learning in the AWS Cloud","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121494782","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":"AWS\u0000 Resources Needed to Use This Book","authors":"","doi":"10.1002/9781119556749.app2","DOIUrl":"https://doi.org/10.1002/9781119556749.app2","url":null,"abstract":"","PeriodicalId":162790,"journal":{"name":"Machine Learning in the AWS Cloud","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122066319","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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