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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.
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