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Giovanni Malloy
Giovanni Malloy

124 Followers

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Published in Towards Data Science

·Mar 8

College Basketball’s NET Rankings, Explained

How data science drives March Madness — If you are a college basketball fan, you are starting to salivate because March Madness is just around the corner. If you are new to the college basketball scene, March Madness is the name for the NCAA tournament crowning the champion of Division I men’s basketball. Whether you are a…

Data Science

12 min read

College Basketball’s NET Rankings Explained
College Basketball’s NET Rankings Explained
Data Science

12 min read


Published in Towards Data Science

·Mar 1

SEIR Modeling in R Using deSolve — Chronic Wasting Disease in Deer

Gaining health policy insight with small data sets — Collecting large amounts of data is a prerequisite for training and testing supervised machine learning models and making predictions. However, using small amounts of data and simple, yet foundational, mathematical models in R, we can generate large insights that can inform policy to alleviate infectious disease threats. …

Small Data

14 min read

SEIR Modeling in R using deSolve — Chronic Wasting Disease in Deer
SEIR Modeling in R using deSolve — Chronic Wasting Disease in Deer
Small Data

14 min read


Published in Dev Genius

·Jan 23

How to use distfit package in Python

Fitting distributions can be a challenging task for any data science, simulation, or modelling effort. In the back of your mind, you will always wonder if you truly found the best fitting distribution to describe your data. Recently, I stumbled upon an incredibly simple-to-use and helpful Python package designed to…

Probability Distributions

5 min read

How to use distfit package in Python
How to use distfit package in Python
Probability Distributions

5 min read


Published in Dev Genius

·Jan 23

ML model evaluation: Measuring the accuracy of ESPN Fantasy Football projections in Python

The new year brings many joys; one of the foremost of which is the NFL Playoffs. However, the end of the regular season marks the end of the fantasy football season, the end of hilarious memes, and the end of fantasy league smack talk until September. This year as league…

Fantasy Football

14 min read

ML model evaluation: Measuring the accuracy of ESPN Fantasy Football projections in Python
ML model evaluation: Measuring the accuracy of ESPN Fantasy Football projections in Python
Fantasy Football

14 min read


Published in Dev Genius

·Jan 2

A Quick Intro to Infectious Disease Modeling in R for Beginners

The COVID-19 pandemic brought the importance of infectious disease modeling to the forefront of our lives. I first became interested in infectious disease models in my undergraduate studies around the time the 2014 Ebola outbreak was raging through West Africa. I saw infectious disease modeling as the perfect way to…

Infectious Disease

8 min read

A Quick Intro to Infectious Disease Modeling in R for Beginners
A Quick Intro to Infectious Disease Modeling in R for Beginners
Infectious Disease

8 min read

Giovanni Malloy

Giovanni Malloy

124 Followers

Data and decision scientist passionate about policy, music, sports, health, and entertainment

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