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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