Streaming Big Data with Spark Streaming & Scala - Hands On!

Description

In this course, you will learn:

• Process massive streams of real-time data using Spark Streaming
• Integrate Spark Streaming with data sources, including Kafka, Flume, and Kinesis
• Use Spark 2's Structured Streaming API
• Create Spark applications using the Scala programming language
• Output transformed real-time data to Cassandra or file systems
• Integrate Spark Streaming with Spark SQL to query streaming data in real time
• Train machine learning models with streaming data, and use those models for real-time predictions
• Ingest Apache access log data and transform streams of it
• Receive real-time streams of Twitter feeds
• Maintain stateful data across a continuous stream of input data
• Query streaming data across sliding windows of time