December 9, 2024
PharmaTree: Drug Prediction with Decision Trees
Building a drug prediction system using a Decision Tree Classifier trained on patient attributes — and shipping it as a live Streamlit application.
Machine Learning
Decision Tree
Streamlit
Python
May 29, 2020
Lights, Camera, KNN: Machine Learning for Movie Recommendations
Building a recommendation engine using K-Nearest Neighbors, cosine similarity, and fuzzy string matching on the MovieLens dataset.
Machine Learning
KNN
Python
January 10, 2020
The Envelope Please: Oscar Predictions Through Data Science
Using historical award data, critics' scores, and predictive modeling to forecast the 2020 Academy Award winners.
Predictive Modeling
Film
November 21, 2019
How User Rating Scores Correlate with Audience Content Preferences
Analyzing Netflix's content library to understand the relationship between user ratings and audience age groups.
Data Analysis
Netflix