Florencia LeoniinTowards Data ScienceLinear Programming for Data ScientistsA brief introduction and tutorial to get started with Linear Programming and PuLP.Sep 2, 2019Sep 2, 2019
Florencia LeoniinTowards Data ScienceObject-Oriented Programming and the magic of Test-Driven DevelopmentA brief overview of Object-Oriented Programming and Test-Driven Development using a text-based adventure game.Aug 26, 20192Aug 26, 20192
Florencia LeoniinTowards Data ScienceNavigating the Hyperparameter SpaceA short guide to the different hyperparameter optimization approaches, and the different implementations available.Aug 19, 2019Aug 19, 2019
Florencia LeoniinTowards Data ScienceTo dance or not to dance? — The Machine Learning approach.Working with audio features data and supervised machine learning classification algorithms to classify songs by danceability.Aug 11, 20191Aug 11, 20191
Florencia LeoniinTowards Data ScienceFrom Zero to Hero in XGBoost TuningA walk through some of the most common (and not so common too!) hyperparameters of XGBoostMay 21, 20192May 21, 20192
Florencia LeoniinTowards Data ScienceBikes of New YorkThere’s no shortage of stories about Citi Bike, and how it has changed the way some New Yorkers get around. But Citi Bike is so much more…Apr 16, 2019Apr 16, 2019
Florencia LeoniOn being comfortable with uncertaintyLessons from my first EDA freeform projectMar 25, 2019Mar 25, 2019