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Discipline Module 5 · Methodological Support and Application

Data Science Project

Professor
Various professors
Workload
45h
Syllabus

Problem definition and methodologies for Data Science projects. Data collection, preparation, and exploratory analysis. Modeling and implementation of Data Science strategies. Execution, evaluation, validation, and presentation of results. Ethical and human aspects in Data Science. Examples of Data Science projects.

Content
  • Problem definition and methodologies for Data Science projects
  • Data collection, preparation, and exploratory analysis
  • Modeling and implementation of Data Science strategies
  • Execution, evaluation, validation, and presentation of results
  • Ethical and human aspects in Data Science
  • Examples of Data Science projects
Core Bibliography
  • Wazlawick, R. S. Metodologia de Pesquisa para Ciência da Computação. 3. ed. Capa comum, 2020.
  • Provost, F.; Fawcett, T. Data Science Para Negócios. Capa comum, 22 mar. 2016.
  • Anderson, C. Creating a Data-Driven Organization: Practical Advice from the Trenches. Capa comum, 8 set. 2015.
  • Knaflic, C. N. Storytelling com Dados: um Guia Sobre Visualização de Dados.
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