Real-time analytics with Spark: User Activity Monitoring

In this hands-on, 1-hour project-based course, you will master real-time data processing using Apache Spark Structured Streaming. This course is designed for data engineers and developers who want to gain practical experience in building streaming data pipelines. You will begin by setting up the Spark environment and learn how to configure micro-batches and fault tolerance mechanisms through checkpointing. Next, you’ll dive into transforming streaming data by applying filters, maps, and aggregations to extract meaningful insights. You'll also handle out-of-order data with watermarks, ensuring …