Google AI Professional Certificate - Learn AI Skills That Get You Hired
AI Adoption - Drive Business Value and Organizational Impact
Overview
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Learn the fundamentals of Apache Beam, Google's unified programming model for batch and stream data processing. Explore the core concepts of Apache Beam through practical examples, starting with the classic WordCount application to understand basic data transformations. Discover how to process streaming data effectively, handle late-arriving data scenarios that commonly occur in real-time systems, and implement data joining operations across different datasets. Master the essential techniques for building robust data processing pipelines that can scale across various execution engines while maintaining code portability and efficiency.
Syllabus
What is Apache Beam?
How to use WordCount in Apache Beam
How to process stream data on Apache Beam
How to process late data on Apache Beam
Joining data in Apache Beam
Taught by
Google Cloud Tech