Udemy - Taming Big Data with Spark Streaming and Scala - Hands On!, Learn to process massive streams of data in real time on a cluster with Apache Spark Streaming.
- Created by Sundog Education by Frank Kane, Frank Kane
- English
- 6 hours on-demand video
- 3 articles
- Full lifetime access
- Access on mobile and TV
- Certificate of Completion
What you'll 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
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