imhirama/waterchallenge

DrivenData Challenge: Predicting Faulty Water Points in Tanzania # DrivenData Challenge: Predicting Faulty Water Points in Tanzania ## Challenge Summary In this Driven Data Challenge the objective was to build predictive models to anticipate water pump break downs across Tanzania. The data, provided by the organization Taarifa and the Tanzanian Ministry of Water depicted the functionality of 59,000 pumps and their design, operation, and management. ## Repository Contents + **WaterChallenge_Slides.pdf** - Presentation describing my process and results from exploring the data and building predictive models. + **WaterChallenge_mySQL_sample.sql** - Sample mySQL script created for feature engineering. + **WaterChallenge_Model_Building.ipynb** - Jupyter notebook outlining the model building process in R.