Study and analysis of the Kaggle Competitions to encourage the learning and the exchange of experiences of the machine learning community of Campinas
Kaggle is the main platform of predictive and analytics models competition. The goal of this research project is to study and analyze the main Kaggle competitions, their datasets, and their winner teams solutions, thus, learning the best techniques and practices in the machine learning area. This in...
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| Format: | Online |
| Language: | Portuguese |
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Universidade Estadual de Campinas
2019
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| Online Access: | https://econtents.sbu.unicamp.br/eventos/index.php/pibic/article/view/2773 |
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| author | Okita, Alexandre Lotufo, Roberto |
| author_facet | Okita, Alexandre Lotufo, Roberto |
| author_sort | Okita, Alexandre |
| collection | Portal de Eventos Científicos da UNICAMP |
| container_reference | Revista dos Trabalhos de Iniciação Científica da UNICAMP; n. 27 (2019): Congresso de Iniciação Científica UNICAMP; 1-1 |
| description | Kaggle is the main platform of predictive and analytics models competition. The goal of this research project is to study and analyze the main Kaggle competitions, their datasets, and their winner teams solutions, thus, learning the best techniques and practices in the machine learning area. This information, summed up with Kaggle Learn courseware, was used as a subsidy for themes and activities of Kaggle Campinas Meetup meetings coordinated together with the research. The competition analysis produced an updated view of some of the bests techniques for each problem type, and the meetings helped to broaden the machine learning community of Campinas and Unicamp. |
| first_indexed | 2025-10-08T13:58:30Z |
| format | Online |
| id | ojs-article-2773 |
| institution | Universidade Estadual de Campinas |
| issn | 2596-1969 |
| language | por |
| last_indexed | 2025-10-08T13:58:30Z |
| publishDate | 2019 |
| publisher | Universidade Estadual de Campinas |
| record_format | ojs |
| spelling | ojs-article-27732025-09-26T14:39:16Z Study and analysis of the Kaggle Competitions to encourage the learning and the exchange of experiences of the machine learning community of Campinas Okita, Alexandre Lotufo, Roberto Machine learning Dataset Kaggle Kaggle is the main platform of predictive and analytics models competition. The goal of this research project is to study and analyze the main Kaggle competitions, their datasets, and their winner teams solutions, thus, learning the best techniques and practices in the machine learning area. This information, summed up with Kaggle Learn courseware, was used as a subsidy for themes and activities of Kaggle Campinas Meetup meetings coordinated together with the research. The competition analysis produced an updated view of some of the bests techniques for each problem type, and the meetings helped to broaden the machine learning community of Campinas and Unicamp. Universidade Estadual de Campinas 2019-11-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Artigo de convidado application/pdf https://econtents.sbu.unicamp.br/eventos/index.php/pibic/article/view/2773 10.20396/revpibic2720192773 Revista dos Trabalhos de Iniciação Científica da UNICAMP; n. 27 (2019): Congresso de Iniciação Científica UNICAMP; 1-1 2596-1969 por https://econtents.sbu.unicamp.br/eventos/index.php/pibic/article/view/2773/2776 Copyright (c) 2019 Revista dos Trabalhos de Iniciação Científica da UNICAMP http://creativecommons.org/licenses/by/4.0 |
| spellingShingle | Okita, Alexandre Lotufo, Roberto Machine learning Dataset Kaggle Study and analysis of the Kaggle Competitions to encourage the learning and the exchange of experiences of the machine learning community of Campinas |
| title | Study and analysis of the Kaggle Competitions to encourage the learning and the exchange of experiences of the machine learning community of Campinas |
| title_full | Study and analysis of the Kaggle Competitions to encourage the learning and the exchange of experiences of the machine learning community of Campinas |
| title_fullStr | Study and analysis of the Kaggle Competitions to encourage the learning and the exchange of experiences of the machine learning community of Campinas |
| title_full_unstemmed | Study and analysis of the Kaggle Competitions to encourage the learning and the exchange of experiences of the machine learning community of Campinas |
| title_short | Study and analysis of the Kaggle Competitions to encourage the learning and the exchange of experiences of the machine learning community of Campinas |
| title_sort | study and analysis of the kaggle competitions to encourage the learning and the exchange of experiences of the machine learning community of campinas |
| topic | Machine learning Dataset Kaggle |
| url | https://econtents.sbu.unicamp.br/eventos/index.php/pibic/article/view/2773 |
| work_keys_str_mv | AT okitaalexandre studyandanalysisofthekagglecompetitionstoencouragethelearningandtheexchangeofexperiencesofthemachinelearningcommunityofcampinas AT lotuforoberto studyandanalysisofthekagglecompetitionstoencouragethelearningandtheexchangeofexperiencesofthemachinelearningcommunityofcampinas |
