Turing - Árvore de Habilidades (Data Science contents)

Repository dedicated to storing notebooks, codes and classes in portuguese that I developted for the training of new members of the Data Science group from the University of São Paulo, as well as other Data Science materials for other groups.

Contents

• KNN

• Numpy

• Pandas

• Pandas Practice

• Matplotlib

• Hyper Parameter Tuning

• Facebook's Prophet

• Data Scrapping (Beatiful Soup)

• Time Series Manipulation with Pandas (slides and code)

• Time Series Feature Engineering and Darts

• Model Interpretability introduction with SHAP

• Simple Pipeline creation with Sci-kit learn

• Introduction to AI - presentation