Brazilian Data Scientists: Revealing their Challenges and Practices on Machine Learning Model Development

Author:

Correia João Lucas1,Pereira Juliana Alves2,Mello Rafael3,Garcia Alessandro2,Fonseca Baldoino1,Ribeiro Márcio1,Gheyi Rohit4,Kalinowski Marcos2,Cerqueira Renato5,Tiengo Willy1

Affiliation:

1. Federal University of Alagoas, Brazil

2. Pontifical Catholic University of Rio de Janeiro, Brazil

3. Federal Center for Technological Education of Rio de Janeiro, Brazil

4. Federal University of Campina Grande, Brazil

5. IBM Research Brazil, Brazil

Funder

117875

373892/2019-00

140185/2020-8

427787/2018-1

434969/2018-4

426005/2018-0

22520-7/2016

421306/2018-1

311442/2019-6

312149/2016-6

88882.452283/2019-01

309844/2018-5

175956

88887.373933/2019-00

Publisher

ACM

Reference21 articles.

1. Modelling of CO2 separation from gas streams emissions in the oil and gas industries;Baghban A.;Petroleum Science and Technology,2016

2. Ciara Byrne. 2017. Development Workflows for Data Scientists. O’Reilly Media. Ciara Byrne. 2017. Development Workflows for Data Scientists. O’Reilly Media.

3. D Cohen and B Crabtree. 2006. Qualitative research guidelines project. D Cohen and B Crabtree. 2006. Qualitative research guidelines project.

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3. A software engineering perspective on engineering machine learning systems: State of the art and challenges;Journal of Systems and Software;2021-10

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