top of page
It's Your Data, Master It.
Apache Spark for Real-time Stream Processing
Overview
Skills Needed
Learn to process real-time data streams with Apache Spark. Explore Spark Streaming, Kafka integration, and more. Enroll now!
Intermediate knowledge of Apache Spark fundamentals
Understanding of stream processing concepts
Outline
Introduction to Real-time Stream Processing
Working with Discretized Streams (DStreams)
Spark Streaming Architecture and Components
Windowed Operations and Stateful Processing
Integrating with Apache Kafka
Handling Fault Tolerance and Exactly-once Semantics
Processing Complex Event Flows
Real-time Aggregations and Analytics
Advanced Streaming Techniques
Best Practices for Real-time Stream Processing with Apache Spark
bottom of page