Data Science Test Solution

Data manipulation problem

The solution can be found in Data Science Test Solution\Solution_Files\DataManipulation.ipynb Data Manipulation. The final result is in Data Science Test Solution\Solution_Data\data_manipulation_merged_df.csv.

SQL problem

The solution can be found in Data Science Test Solution\Solution_Files\SQLTest.ipynb Data Manipulation. The SQL file with commands used can be found on Data Science Test Solution\Solution_Files\SQLTest.sql.

Binary classification problem

The solution can be found in Data Science Test Solution\Solution_Files\BinaryClassificator.ipynb Data Manipulation. The final result is in Data Science Test Solution\Solution_Data\test_evaluado.csv.

Extra problem

Since I didn't have time to finish the 4th problem here is a link from a previous work that I did on a Kaggle competitition. Feel free to check and ask any questions when the time comes.

Link for the Kaggle competition: 30 Days of ML Competition: Model building