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Ethan Feldman
Ethan Feldman

11 Followers

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Mar 31, 2021

Brewing a Coffee Recommender (Part 2)

This is part two of a two part series. Part one focuses on NLP and building a recommender. This article focuses on the deployment of my coffee recommender on Streamlit. In part one of this mini-series, I walked through some of the process for scraping, preprocessing, and performing topic modeling…

Data Science

5 min read

Brewing a Coffee Recommender (Part 2)
Brewing a Coffee Recommender (Part 2)
Data Science

5 min read


Published in

Towards Data Science

·Mar 22, 2021

Ethics in Data Science or: How I Learned to Start Worrying and Question the Process

A review—and a discussion—of two recent books on data and bias — So, you’ve created a model. Maybe it’s highly predictive, you are excited about how well it scores in your target metrics, and you’ve been rigorous in your processes throughout. Is your model good or is it doing good? As part of my working through the immersive data science program at…

Machine Learning

6 min read

Ethics in Data Science or: How I Learned to Start Worrying and Question the Process
Ethics in Data Science or: How I Learned to Start Worrying and Question the Process
Machine Learning

6 min read


Mar 22, 2021

Brewing a Coffee Recommender (Part 1)

This is part one of a two part series. This article focuses on the set up and NLP processes for a recommendation engine. Part two focuses on deploying a Streamlit app. For many, the day really begins with the first sip of coffee in the morning. This magical beverage has…

Data Science

7 min read

Brewing a Coffee Recommender (Part 1)
Brewing a Coffee Recommender (Part 1)
Data Science

7 min read


Published in

Towards Data Science

·Feb 5, 2021

Exploring Predicting Saves for Pitchers in MLB

I woke up on a cold Chicago January morning to the exciting news that the White Sox had recently signed a new player, Liam Hendriks. For an up and coming team, adding an All-Star to anchor their bullpen was an exciting prospect and a sign that the team was investing…

Data Science

9 min read

Predicting Saves for Pitchers in MLB
Predicting Saves for Pitchers in MLB
Data Science

9 min read

Ethan Feldman

Ethan Feldman

11 Followers

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