jhancuch Goto Github PK

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

decision-analytics

housing-dc

Python script that generates D.C. crime heatmaps and plots of inventory, price, and forecasted price using Zillow real estate data

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

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/)

irs-donation-compliance

Parametrized R Markdown Script to Generate Documentation Letters

ml-week1-assignment

Housing Dataset EDA for MSDS 422

mnist-ann

Utilize tensorflow and keras to identify digits in the MNIST dataset

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.

onmart

Apache Kafka driven application integrated with forecasting and supply chain Neo4j database

pca-random-forest-digit-recognizer

Utilize PCA to develop a Random Forest model to identify digits

recommederanalysis

Compare SVD and SVD++ Algorithms

sba-loan-credit-analysis

API hosted on GCP that predicts the default of an SBA 7(a) loan

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

whiskeyrecommender

Python code that takes a whiskey you have enjoyed in the past and returns to you five of the most similar whiskeys.