Interesting Projects

Full code in section below

EDA-Prediction Pipeline

• Predicting PH Levels(R)

NLP

• Game Of Thrones NLP Network Analysis(Python)

(https://nbviewer.jupyter.org/github/justinherman42/Data_Science_Projects/blob/master/Python/Game_Of_Thrones__NLP_Network_Analysis/Game_of_Thrones_NER.ipynb)

EDA and Visualization

• 2016 Presidential Election Exploration (R)

Data Manipulation

• Create Custom Poker HUD (R)

Build Blockchain Object Project (Python)

Full Documented Code For All Projects

R Projects

Predicting PH Levels

• Prediction for a business scenario wherein a company wants to understand it's manufacturing process. Technical and non technical writeup included

2016 Presidential Election Exploration

• Explores social and economic factors from county level 2016 election results

Develop Program to Create Custom Poker Statistics

• Custom stat insertion program from SQL-XML file

Linear Regression Models for Poker Win Rate

• Basic exploration to find a regression model for poker win rate

NYT Web Scrape Via API

• Basic look at the term domestic terrorism with some visualization from api results

RegEx

• A couple of regex scripts to manipulate data

General Data Manipulation/Visualization Project File

• Part 1 investigates IMDB ratings
• Part 2 investigates Tuberculosis and other diseases across nations
• Part 3 investigates correlations between food insecurity and government expenditures(Old project circa 2017)

Seasonality Trends with DPLYR and STLPlus

• Exploring the stlplus package

Python Projects

Game Of Thrones NLP Network Analysis

• Project uses Spacy NER to develop graphical relationships based on contact and sentiment of characters in the popular book series by George R Martin

MNIST_Neural Network

• Develop a NN from scratch and apply it to SoftMax classification of MNIST dataset

Data Pipeline with RF for Titanic Survival Dataset

• Project is built to be run locally from command prompt

Cloud VM

• Transfers titanic model onto VM and writes/ reads results from cloud buckets

Gym App to Track Powerlifting Workouts

• Project is incomplete
• Deals with user input and records data input locally into both user files and a Masterfile

Build blockchain Object Project

Statistics Projects

Poisson Distribution Experimentation

• Answer simple math question via simulation and Poisson distribution

Building Matrix Inverse Function Via Adjoint Method

Build N Fold Convolution Function

• Function is applied to determine likelihood of hits in a baseball playoff series and career, given prob distribution for at bats

Simulation and Markov Methods

• Solves optimal gambling strategy problem