This repository consists of projects from Udacity Data Streaming Nanodegree

1. streaming-event-apache-kafka:

Simulating status of train lines in real time with public data from the Chicago Transit Authority with streaming event pipeline around Apache Kafka and its ecosystem. Please find detailed instructions and execution steps inside folder.

2. sf_crime_spark_streaming:

Using Apache Spark to perform streaming analytics such as count aggregation and joins on SF Crime Data. Please find detailed instructions and execution steps inside folder.