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In this pre-built big data industry project, we extract real time streaming event data from New York City accidents dataset API. We then process the data on AWS to extract KPIs and metrics which will eventually be pushed to Elasticsearch for text based search and analysis using Kibana visualization.
This is an end-to-end project pipeline right from Data extraction - Cleaning - Transformation - Exploratory analysis - Visualisation - Data flow orchestration of event data on the cloud.
PySpark Project-Get a handle on using Python with Spark through this hands-on data processing spark python tutorial.
In this big data project, we will talk about Apache Zeppelin. We will write code, write notes, build charts and share all in one single data analytics environment using Hive, Spark and Pig.
In this big data project, we will embark on real-time data collection and aggregation from a simulated real-time system using Spark Streaming.