Data Science Projects
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, Unsupervised Learning, 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, Unsupervised Learning, 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