Data Acquisition And Manipulation
Comprehensive planning of DS projects, including Project Management Techniques; Scrum; CRISP-DM (Business Understanding, Data Understanding, Data Preparation, Modeling, Evaluating, Deployment); Professional Profiles in Data Science; Skills Management; Data Modeling Techniques and Tools; IDEs and Development Environments; Cloud Development Environment Management; Test-Driven Development and Continuous Integration; Container Management (Docker); Overview of Programming Languages for DS; Project Financial Management; Gantt Charts; ROI; Management Reports and Dashboards.
Basic Information
Workload
60h
Mandatory:
- Shearer C. The CRISP-DM model: the new blueprint for data mining. J Data Warehousing 2000;5:13—22.
- Schwaber, Ken (fevereiro de 1, 2004). Agile Project Management with Scrum. [S.l.]: Microsoft Press. ISBN 978-0-7356-1993-7
- «What is a Container?». docker.com. Docker, Inc. Consultado em 13 de maio de 2019.
- SABBAGH, Rafael. Scrum: Gestão ágil para projetos de sucesso. Editora Casa do Código, 2014. (in Portuguese)
- VITALINO, Jeferson Fernando Noronha; CASTRO, Marcus André Nunes. Descomplicando o Docker. Brasport, 2016. (in Portuguese)
- RAMOS, Jorge Luis Cavalcanti et al. CRISP-EDM: uma proposta de adaptação do Modelo CRISP-DM para mineração de dados educacionais. In: Anais do XXXI Simpósio Brasileiro de Informática na Educação. SBC, 2020. p. 1092-1101. (in Portuguese)