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12 Big Data Project Topics with Source Code 2023

Knowledge Hut

This project is a Lambda Architecture program that tracks Chicago's streets' traffic conditions, including congestion and safety. When the risk variables are unknown, the datasets can be analyzed to find patterns of risk factors and, as a result, forecast the likelihood of onset appropriately.

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Apache Spark Use Cases & Applications

Knowledge Hut

It achieves this using abstraction layer called RDD (Resilient Distributed Datasets) in combination with DAG, which is built to handle failures of tasks or even node failures. Apache Spark has a framework for both i.e. Spark Streaming to handle Streaming using micro batches and DStreams and Structured Streaming using Datasets and Data frames.

Scala 52