Data Engineering Pipelines with Apache Beam (Advanced)
In this advanced quest, you will dive deep into the world of data engineering with a focus on Apache Beam. You will learn how to design and implement robust data pipelines that can process large volumes of data efficiently. The quest will cover the architecture of Apache Beam, its integration with various data sources, and how to leverage its powerful features for batch and stream processing. You will also explore best practices for error handling, data transformation, and optimization techniques to ensure your pipelines are not only functional but also performant. By the end of this quest, you will have hands-on experience with real-world scenarios and the confidence to tackle complex data engineering challenges.
• Understand the architecture and key components of Apache Beam.
• Implement batch and streaming data pipelines using Apache Beam.
• Integrate Apache Beam with various data sources and sinks.
• Apply best practices for optimization and error handling in data pipelines.
