Data Science Projects

Cosmetics Price Prediction + App

Using just the ingredient makeup and brand for a skincare product, can we predict price? Yes. Within $13. Also a streamlit app to dupe your favorite products.

Using: Regression Analysis, Streamlit WebApp, Visualization, Web Scraping

Pokédex Image Classifier

A Pokédex can tell you everything about a Pokémon just by scanning it. Can a neural network do the same? Using convolutional neural networks to classify Pokémon by type.

Using: CNNs, Web Scraping,Image Classification, TensorFlow

Book Recommendation Engine

You just finished a book! Now what? Using KNN and NLP, I can give you the next five books on your reading list based on the one you just finished. 

Using: Python, Visualization, KNN, Natural Language Processing

Buying a House in Seattle with Statistical Modeling

Problem: Looking at real estate data from King County, WA, determine, through regression analysis, the best zip codes for an average family to purchase in.

Using: Python, Statistics, Data Collection

Predicting Customer Churn Risk with Machine Learning

How can we anticipate which customers will take their business elsewhere? Finding key predictors of customer churn via machine learning.

Using: Python, Visualization, XGBoost

Movie Release EDA

Problem: Advise Microsoft on the kinds of films it should invest in making to break into a saturated market using data analysis.

Using: Python, SQL, Visualization