Hi! My name is Joel McMillin. I'm a Dallas-based Data Scientist, and here's a collection of my work.
Here is my most recent project using wildfire images to train a CNN.
Investigating how such a model could be used with an image detection network to
identify and stop wildfires more quickly to save billions of dollars
Deploying a Decision Tree model to see if accident severity can be predicted by a combination of controllable and environmental factors.
This app uses an OpenWeatherMap API to check weather forecasts by city or zip code.
Joking like it's the early 2000s... A joke generator built with Python that uses an API to retrieve random Chuck Norris jokes.
Applying EDA to AirBnb data from 2016-2021 to find rental trends in New York City, before, during and immediately following the Pandemic.
Exercise in modeling automobile MPG data with Regression and LASSO models.
Applying a Scaler and KNN Algorithm to ALS Data
Using a Pipeline to find the model best suited to accurate loan approval prediction
Working with APIs for Movie Info and Tweets & Parsing Text with BeautifulSoup
Using seasonal sales data to make future sales predictions