First capstone project on predicting expected arrival time of a container vessel from Shanghai to Ningbo, China using Automatic Identification System (AIS) data sent by ships.
Data_Story.pptx - data story and milestone report of first capstone project
FinalCapstoneReport_V1.docx - Final Report on First Capstone Project
MilestoneReportCapstone1.docx - data story and milestone report of first capstone project
Using_GBM.R - R script for the prediction model using gradient boost machine (GBM)
Using_RF.R - R script for the prediction model using Random Forest
data_wrangling.docx - A report on data wrangling
extract.sql sql - file for data extraction
run_xgblinear.R - R script for the prediction model using XGBoost