{"title":"在人工智能项目中应用敏捷","authors":"A. A. Emira","doi":"10.1145/3531056.3542762","DOIUrl":null,"url":null,"abstract":"Applying Agile is AI projects is quit challenging, as the idea of \"early and continuous delivery of valuable software\" is challenging itself. Can we redefine valuable output that can be incrementally developed? How can we \"slice\" AI requirements? How Can we estimate AI projects? Through our work in consultation we had worked with some AI and Data Engineering teams to develop an Agile solution for these challenges. In this tutorial we will discuss the misconceptions about Agile that make adopting it in AI projects challenging, and how to be Agile in AI projects. Also, we will have a look on models for Agile process in AI, tips to handle AI Requirements, estimation, and planning as well.","PeriodicalId":191903,"journal":{"name":"Proceedings of the Federated Africa and Middle East Conference on Software Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Applying Agile for AI projects\",\"authors\":\"A. A. Emira\",\"doi\":\"10.1145/3531056.3542762\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Applying Agile is AI projects is quit challenging, as the idea of \\\"early and continuous delivery of valuable software\\\" is challenging itself. Can we redefine valuable output that can be incrementally developed? How can we \\\"slice\\\" AI requirements? How Can we estimate AI projects? Through our work in consultation we had worked with some AI and Data Engineering teams to develop an Agile solution for these challenges. In this tutorial we will discuss the misconceptions about Agile that make adopting it in AI projects challenging, and how to be Agile in AI projects. Also, we will have a look on models for Agile process in AI, tips to handle AI Requirements, estimation, and planning as well.\",\"PeriodicalId\":191903,\"journal\":{\"name\":\"Proceedings of the Federated Africa and Middle East Conference on Software Engineering\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-06-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the Federated Africa and Middle East Conference on Software Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3531056.3542762\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the Federated Africa and Middle East Conference on Software Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3531056.3542762","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Applying Agile is AI projects is quit challenging, as the idea of "early and continuous delivery of valuable software" is challenging itself. Can we redefine valuable output that can be incrementally developed? How can we "slice" AI requirements? How Can we estimate AI projects? Through our work in consultation we had worked with some AI and Data Engineering teams to develop an Agile solution for these challenges. In this tutorial we will discuss the misconceptions about Agile that make adopting it in AI projects challenging, and how to be Agile in AI projects. Also, we will have a look on models for Agile process in AI, tips to handle AI Requirements, estimation, and planning as well.
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