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aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

are-you-irish-classifier

Streamlit application that uses Naive Bayes to assign users an "Irish-ness score" (the Murphy Index). ☘ Development process has application to spam detection on short-length documents.

blog_scripts

Repository of all scripts used within blogs written by On the Mark Data.

coursera-datascience-capstone

For my IBM Data Science Professional certificate capstone project in early 2020, I used pandas, the FourSquare API, Folium, and other Python tools to identify high-growth zip codes in North Carolina where an aspiring restauranteur might launch a new venture.

digital-resume-streamlit

esims_mlweek2024

exercise_desk

Get a bit more exercise while you sit at your desk all day! 💪

fortune-cookie-movies

Web app that imagines how much cooler fortune cookies would be if the messages inside were movie plots. 🎬📽🍿🥠

fundraising_thermometer

getting-started-with-network-analysis-in-python

Starter code and examples for getting started with network analysis using the NetworkX Python library.

halloween-candy-power-ranking-cluster-analysis

This analysis uses Principal Components Analysis and k-Means clustering to identify useful subgroups within FiveThirtyEight's Ultimate Halloween Candy Power Ranking dataset. It also used hypothesis tests to assess whether differences exist between popular and unpopular candies.

halloween-candy-production

iaa_2021

Institute for Advanced Analytics 2021

kitty-conditioner

market-research-application

market-research-cluster-analysis

Streamlit web application that clusters and classifies market research data so marketing teams can focus on the most impactful variables in reaching their target audiences.

math-with-slack

Rendered math (MathJax) with Slack's desktop client

mount_stonks

networkx

Network Analysis in Python

openweathermapapi_assignment

This script accesses the OpenWeatherMap API with your API key, pulls a Max/Min 5-day forecast for any city or group of cities you specify, and exports the processed data to a CSV.

pickling-in-python

A quick, clear explanation of what pickling is and why you might want to use it. Plus, an example of pickling and unpickling a linear regression model. Have fun pickling!

python-sql

Documents for Python+SQL class

route-optimizer

Back in 2014 I made a route optimizer to help me to do my job as a health inspector more efficiently. It was 100% based in Excel. I have learned a lot since then, so I'm re-making it in Python using Google OR-Tools for the optimization.

shopping-cart-april-fools

Each day, scores of hapless humans grapple with the dilemma of whether they "should" return their shopping cart to a return corral. This app solves that problem with four quick questions!

simple_clipboard_history

📋 Clipboard history doesn't work on one of my machines, so ChatGPT and I made our own!

sleepystack

Block Stack Overflow tabs late at night so you can stop debugging and go to bed. 😴

tea-recommender

tic-tac-toe

"Remember the game you loved for at least 20 minutes back when you were 6 years old? Fall in love all over again as Tic Tac Toe makes a brilliant Python-based return in this repo!" -FakeReviewMagazine

ukulele_tuner

web-analytics-demo