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Data-Science-Predictive

Repository dedicated to the activities developed in the discipline of Predictive Data Science - UFCG 2018.2 (teacher @lbalby)

During the course, we developed predictions using the R language based on 5 problems explored by several databases, using different techniques of machine learning and deep learning seen in the discipline.

Learning concepts:

  • Simple and Multivariate Regression
  • Logistic Regression
  • Decision Trees
  • Ensembles
  • Evaluation and Selection of Models
  • Overfitting and Regularization
  • Deep Learning with Neural Networks.