Florencia Leoni – Medium

Florencia Leoni

Florencia Leoni
in
Towards Data Science

Linear Programming for Data Scientists

A brief introduction and tutorial to get started with Linear Programming and PuLP.

Sep 2, 2019

Sep 2, 2019

Florencia Leoni
in
Towards Data Science

Object-Oriented Programming and the magic of Test-Driven Development

A brief overview of Object-Oriented Programming and Test-Driven Development using a text-based adventure game.

Aug 26, 2019

Object-Oriented Programming and the magic of Test-Driven Development

Aug 26, 2019

Florencia Leoni
in
Towards Data Science

Navigating the Hyperparameter Space

A short guide to the different hyperparameter optimization approaches, and the different implementations available.

Aug 19, 2019

Navigating the Hyperparameter Space

Aug 19, 2019

Florencia Leoni
in
Towards Data Science

To 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, 2019

To dance or not to dance? — The Machine Learning approach.

Aug 11, 2019

Florencia Leoni
in
Towards Data Science

From Zero to Hero in XGBoost Tuning

A walk through some of the most common (and not so common too!) hyperparameters of XGBoost

May 21, 2019

From Zero to Hero in XGBoost Tuning

May 21, 2019

Florencia Leoni

Something Borrowed

The impact of hardware on Deep Learning

Apr 28, 2019

Something Borrowed

Apr 28, 2019

Florencia Leoni
in
Towards Data Science

Bikes of New York

There’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, 2019

Bikes of New York

Apr 16, 2019

Florencia Leoni

On being comfortable with uncertainty

Lessons from my first EDA freeform project

Mar 25, 2019

On being comfortable with uncertainty

Mar 25, 2019

Florencia Leoni

Florencia Leoni

Lawyer and Economist exploring data science. Passionately curious, avid notetaker, and impulsive book buyer. Living for the love of knowledge. Just Add Data!

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