Enhancing Airline Performance Analysis for the Department of Transport
This project implemented a lambda architecture for analyzing domestic flight data in the US from 2009 to 2020. It used Apache Spark for batch processing, Spark Streaming for real-time analysis, and SVM models to predict flight cancellations and delays, with Docker for cluster management and Grafana for real-time visualization.
Interactive dashboard of 2021 U.S. flight delays
Machine Learning Project for predicting if a flight will be delayed or not and estimating in minutes how much time there will be a delay in its departure or arrival using different machine learning classifiers and regressors.
Exploration of flights data using data visualization techniques
Udacity advanced data anaysis nano degree projects
Add a description, image, and links to the flights-delays topic page so that developers can more easily learn about it.
To associate your repository with the flights-delays topic, visit your repo's landing page and select "manage topics."