Streaming Big Data with Spark Streaming, Scala, and Spark 3!
Completed by Ping Liu
June 12, 2025
8 hours (approximately)
Ping Liu's account is verified. Coursera certifies their successful completion of Streaming Big Data with Spark Streaming, Scala, and Spark 3!
What you will learn
Identify key components of the Spark and Scala development environment.
Explain the core concepts of Scala and Spark, including Resilient Distributed Datasets (RDDs) and windowing mechanisms.
Differentiate between various data integration techniques with Spark Streaming, such as Kafka, Flume, and Cassandra.
Assess the performance and reliability of Spark Streaming applications in production environments.
Skills you will gain
- Category: Cloud Deployment
- Category: Apache Kafka
- Category: Data Processing
- Category: Apache Cassandra
- Category: Scala Programming
- Category: Real Time Data
- Category: Programming Principles
- Category: Applied Machine Learning
- Category: Data Structures
- Category: Apache Hadoop
- Category: Application Deployment
- Category: Big Data
