Projects
Below are some of the personal projects that I have worked on throughout my finance and data science journey. Click on the titles below to be taken to their respective pages.
DataCamp Data Scientist Certification Case Study
The below links will take you to my technical report, presentation, and package used for the professional data scientist certification case study that I completed in April of 2021 to officially be certified as a professional data scientist.
Data Scientist Certification Case Study: Report Detailing the Ability to Predict Prices for BMW Used Cars
BMW Price Prediction Presentation
Data Scientist Certification Case Study: Presentation for High-Level Overview of Technical Report
BMW Price Prediction R Package
Data Scientist Certification Case Study: R Package for Seamless Price Prediction with Incoming BMW Used Cars
Power BI Dashboards
Power BI has been a main focus for me with my current and prior roles. This area is centered around showcasing some of the Power BI dashboards that I have made for personal use.
Kaggle & DataCamp Workspace Notebooks
Kaggle and DataCamp Workspace are data science platforms where you can share notebooks/ideas and compete in competitions to see how you match up against others. The below links highlight some of the main projects from my these platforms (most notably my notebook for a top ten percent submission in the 2021 March Madness machine learning competition.). Please visit my main account pages of these sites to view all of my work and accomplishments. My Kaggle account can be found here and my DataCamp account can be found here.
Top 10% Submission for March Madness Machine Learning Kaggle Competition (in R) with Elastic-Net Algorithm
Predict House Prices with XGBoost in Python through a Kaggle 'Getting Started' Competition
Python Anomaly Detection for Fraud
Python Notebook for Exploring Fraud through KMeans Unsupervised Learning Algorithm
Fund Investing: Bitcoin a Go or No?
R Notebook to Better Understand How Investing in Bitcoin Affects Portfolio Diversification
Sentiment Analysis in R: Amazon Alexa
Use Sentiment Analysis for Amazon Alexa Reviews to Understand How People View Alexa
Time-Series Modeling in R: Predict Shampoo Sales
Use Various Time-Series Modeling Techniques to Predict Shampoo Sales
