Jared Barnes's Projects
Determining ski resort ticket price using feature engineering, correlation analysis, machine learning models, and error analysis.
This project involves creating a regression model to determine the market value of cars, given their features. I also determine the top features of cars that lead to highest market value.
Files relating to DSC V5 Curriculum
Contains files and documents for my Capstone 2 Project.
Python Data Science Handbook: full text in Jupyter Notebooks
This SQL file contains simple SQL queries for various data sources and business problems. It shows a range of difficulty from CASE uses to nested queries and JOINS.
Creating a predictive model to determine the quality of wine given a number of wine features. This process involved data cleaning, visualization, feature correlation analysis and engineering, comparing different machine learning algorithms and their models, cross validation and error analysis.