Joe Hancuch's repositories
identifying-dogs-v-cats
Utilize RNN models to identify dogs and cats in images
insiderTrades
Download insider trading transactions and insider holdings from a public NoSQL SEC database using keyword criteria and generate a relational dataframe. (https://www.sec.gov/Archives/edgar/full-index/)
ML-week1-assignment
Housing Dataset EDA for MSDS 422
bankruptcy-classification-eda
EDA of firm bankruptcy and building SVM, Logit, and Naive Bayes
bankruptcy-trees-bagging-boosting
EDA of Bankruptcy Data and Building Random Forest, Gradient Boosted Trees, and Extra Trees
chicago-dashboard
Dashboard that displays descriptive charts of taxi/tnc trips, COVID alerts, and additionally generates forecasts using Chicago open data
housing-dc
Python script that generates D.C. crime heatmaps and plots of inventory, price, and forecasted price using Zillow real estate data
IRS-Donation-Compliance
Parametrized R Markdown Script to Generate Documentation Letters
sba-loan-credit-analysis
API hosted on GCP that predicts the default of an SBA 7(a) loan
whiskeyRecommender
Python code that takes a whiskey you have enjoyed in the past and returns to you five of the most similar whiskeys.
housing-prices-ames-ia
EDA and model development to predict housing prices in Ames, IA.
housing-regularized-regression-models
EDA and model develop for Ridge, Lasso, and ElasticNet models
mnist-random-forest-model
Tuned random forest model that can predict hand written digits
multipleAccounts
Generate a webpage that hosts three twitter threads on the same page to help track events real time across multiple sources.
pca-random-forest-digit-recognizer
Utilize PCA to develop a Random Forest model to identify digits
recommederAnalysis
Compare SVD and SVD++ Algorithms
SP-500-forecasting
Utilize S&P 500 Index open, max, and min prices for a day to predict the close price
tax-distributions
R Shiny app code to compare US income distribution and different federal tax burden distributions