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