{"title":"The machine learning management platform","authors":"Meiyu Chen, Xiangdong You","doi":"10.1109/ICSESS.2017.8343019","DOIUrl":null,"url":null,"abstract":"Machine learning is one of today's most rapidly growing technical fields[1]. The widespread commercial use of machine learning has inspired more and more intellectuals to study it. In order to help learners to study machine learning much easier, the machine learning management platform was developed. This platform was designed to help them in many ways, for example, the data-set management module was designed to speed up the data collecting and preconditioning process, the study logs management module can assist them to make correct decisions to optimize the model, and it also provides users a convenient way of interaction and cooperation. This paper mainly describes the services provided by the platform and the technologies used to build this platform.","PeriodicalId":179815,"journal":{"name":"2017 8th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 8th IEEE International Conference on Software Engineering and Service Science (ICSESS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSESS.2017.8343019","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Machine learning is one of today's most rapidly growing technical fields[1]. The widespread commercial use of machine learning has inspired more and more intellectuals to study it. In order to help learners to study machine learning much easier, the machine learning management platform was developed. This platform was designed to help them in many ways, for example, the data-set management module was designed to speed up the data collecting and preconditioning process, the study logs management module can assist them to make correct decisions to optimize the model, and it also provides users a convenient way of interaction and cooperation. This paper mainly describes the services provided by the platform and the technologies used to build this platform.