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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.
Enhancing Airline Performance Analysis for the Department of Transport
Interactive dashboard of 2021 U.S. flight delays
Udacity advanced data anaysis nano degree projects
Exploration of flights data using data visualization techniques
Live flight tracking