Derek Huggens's Projects
ETL of an Amazon S3 Object w/ PySpark/Pandas/SQL to Unveil Amazon Review Statistical Bias.
Calculator written in C with switch/case menu
Class Imbalanced Modeling: Resampling, Combinatorial, and Ensemble Methods to Predict Credit Risk
Unsupervised Machine Learning: Transformations and Clustering, K-Means, Centroids, Elbow Curve and more.
About Me README!
Python Scripting Use-Case in Aggregating Election Poll-Audit Results and Outputting to File.
Deployment of Final-Project to Heroku (Flat-Hierarchy)
Business Analysis of a Client's Proposed Kickstarter Campaign to Maximize Chance of Success.
Creating worksheets, Dashboards, and Stories with Tableau
Using Javascript and Leaflet.js with GeoJSON Data Structures to Plot Earthquake Data.
Prototype Vehicle Statistical Analysis with R (T-tests, Summary Statistics, p-Values, and Linear Regression).
Webscraping and Development with Splinter, BS4, Chrome Dev Tools, Flask and MongoDB.
26 Million+ Row ETL of Two Large Movie Databases, Merged Together, and Loaded into PostgreSQL.
AAPL Stock Analysis adapted from Author Katherine (Yi) Li using Neptune Labs Neptune.ai
Preprocessing, Compiling, Training, Evaluating, and Optimizing a Neural Network Model
3 Business Questions Queried and Answered from an Employee Database of 6 Tables.
Clinical JSON Data Turned into an Interactive Website Using Plotly and D3.js
GitHub Page for my personal portfolio website.
Matplotlib: Visualization Business Questions about Ride-Sharing Data.
Performance Trends and Patterns of High School Students using Python's Pandas Library.
Visual Basic Programming in Excel with Macro Buttons for Automated Stock Ticker Analysis.
Advanced data storage with SQLite, SQLAlchemy, and Flask
My Data Bootcamp Repository
Javascript Web Development with D3.js: Interactive, Filterable d3.select Table.
ML Prediction Pipeline from: HTML Data Form Entry Frontend --> PostgreSQL --> Pandas DataFrame via SQLAlchemy --> Supervised Model Predictions
Planning Vacation Spots with Temperature/Lat-Lon Requirements Using OpenWeather and Google Maps' APIs.