Использование облачных технологий машинного обучения в социальных исследованиях с ограниченным финансированием
| Parent link: | Информационные технологии в науке, управлении, социальной сфере и медицине.— 2019.— [344-348] |
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| Hoofdauteur: | |
| Coauteur: | |
| Samenvatting: | Заглавие с титульного экрана Actual paper compares machine learning cloud platforms that can be used by nonprogrammers, it is addressed to sociologists, psychologists, gender researchers. Their work can require more of a data scientific approach, than their funds can allow to support. This tools can be used with minor expertise in the field of machine learning, programming and mathematics and don't require professional data scientists and analysts in team. We take one testing data set similar to those generated in field-level social studies and fallow through every stage of model training and tweaking in Google Cloud AI and IBM Watson Auto AI - two cloud0based platforms for data science without engineering. |
| Taal: | Russisch |
| Gepubliceerd in: |
2019
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| Reeks: | Информационные технологии в телекоммуникационных и облачных вычислениях. Сетевые технологии |
| Onderwerpen: | |
| Online toegang: | http://earchive.tpu.ru/handle/11683/57411 |
| Formaat: | Elektronisch Hoofdstuk |
| KOHA link: | https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=630734 |
| Samenvatting: | Заглавие с титульного экрана Actual paper compares machine learning cloud platforms that can be used by nonprogrammers, it is addressed to sociologists, psychologists, gender researchers. Their work can require more of a data scientific approach, than their funds can allow to support. This tools can be used with minor expertise in the field of machine learning, programming and mathematics and don't require professional data scientists and analysts in team. We take one testing data set similar to those generated in field-level social studies and fallow through every stage of model training and tweaking in Google Cloud AI and IBM Watson Auto AI - two cloud0based platforms for data science without engineering. |
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