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capstone-project

covid19-vaccine-alerter-pa

A simple python script put into a cron job that will send an SMS text when a vaccine appointment is available. Runs on an AWS EC2 instance.

customer_attrition_model

Data Mining Course Final Project. The dataset is customer transactions from an Ecard company. The goal is to build a model to predict whether their customers will leave within the next 3 months.

dbt-tutorial

decisiontree_id3

deep-learning-course

django_app_hello_world

hello world

find-s-algorithm-implementation-machinelearning

flask-react-spa

A production-ready boilerplate built with Python 3, Flask and ES6 React/Redux

gender_income_inequality_analysis

The purpose of this project is to analyze the data set from the National Longitudinal Survey of Youth (1997 cohort) in order to determine if there is a signifcant difference in income between men and women. We will also determine if any discrepancy in income varies based on other factors in the data (e.g., education, profession, criminal history, marriage status, etc.). View the results in the link below:

hello-app

learning Flask

high-dimension-classifier

hmm-hidden-markov-model

This code implements the following Hidden Markov Model algorithms: Forward, Backward, Viterbi, and Baum-Welch (aka Forward-Backward) algorithms. It uses linear algebra instead of loops where possible for performance improvements, and also uses log-probabilities for calculations to prevent numerical underflow.

k-fold--logistic_reg-svm-naivebayes-knn

list-then-eliminate-algorithm-implementation-machinelearning

logfileparser

This code, written in Java, reads in poorly formatted log file (non-relational) and provides a 3 mechanisms to query the data. Activity 1 allows the user to query individual filenames via command line. Activities 3 & 4 output relational flat csv files with stats on all filenames and users.

pandas_demo

pds-video-scraper

principal-component-analysis-sp500

python-project-starter

real-estate-assessment-analysis

The purpose of this project is to investigate if the Pittsburgh real estate assessment values are truly reflective of the actual sales prices in the various neighborhoods.

segment-chromeextension

Chrome extension tracking Segment events

taxgraphs

Visualization of US individual income tax rates

zillow-scraper-notifier

This script is just a simple example of how to run a script on heroku. It monitors a zillow rental listing for a change in status.

zillow_api-android-app

This simple application takes 2 search parameters from a user (address & cityStateZip (one string)) and uses the Zillow API to returns 3 pieces of information: 1. The Zillow Zestimate housing value for that address. 2. The Zillow Zestimate for nearby houses in the surrounding neighborhood. 3. My web server also calculates the % difference between these 2 numbers (this tells the user if their house is above or below the average market value).