Wine Type and Quality Prediction
Capstone project of HarvardX Data Science Professional Certificate program
This repository contains the report and code of the capstone project of HarvardX’s Data Science Professional Certificate program.
HarvardX’s Data Science Professional Certificate program covers several steps in a data science project, such as data wrangling, data exploration and visualization, probability and statistics, R language, Rmarkdown, and machine learning. This capstone project briefly applies each of these concepts in a real world case study.
The goal is to predict the type of wine, red or white, and quality applying the lessons learned in the program.
code.R - R code used to build and evaluate the machine learning models.
report.Rmd - R Markdown code used to create the PDF and HTML reports.
report.pdf - Technical report with the model building and evaluation.
The HTML version is available on RPubs