Development of a NLP classification model to analyze job postings and flag those that might be fake. Final model: accuracy of 97.673% and recall of 81.818%
Zillow Real Estate Time Series Analysis
Development of a predictive time series model on Zillow home sale price data to determine which 5 metro areas in New York State are the most optimal for short term real estate investment. Metric used: ROI.
Classification : Customer Churn
Development of a Logistic Regression Model for a telecom business. Accurately identify any patterns to minimize the turn rate for the company, and as a result decrease costs associated with losing and having to regrow its customer base.
Prediction: King County Housing Sale
Development of a multiple linear regression model to predict the price of houses in King County, Washington using data from the King County reality dataset. The goal is to provide an accurate prediction for the price of their client's home before putting it on the market.
Internet Connected Smart House
Combination of a computer processor, computer memory, and input/output peripheral devices. Embedded microcontroller hardware connected to several environmental sensors to automate tasks.
- Cloud Computing
- Time Series Forecasting with Facebook Prophet
- Scikit-learn: Machine learning in Python
- Docker and Jupyter for Data Scientists
- Why Docker? I Just Want to Deploy!
- Transitioning Career to Data Science
