Serverless Data Processing with Dataflow: Operations
This course is part of Serverless Data Processing with Dataflow - Specialization.
Course Cost
Free course
Advanced
Skill Level
9 Hours
Self-paced lessons
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Serverless Data Processing with Dataflow Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
What you'll learn
Perform comprehensive monitoring of Dataflow pipelines
Troubleshoot and debug pipeline execution issues
Implement effective testing and CI/CD practices
Optimize pipeline performance and reliability
Deploy scalable Dataflow templates
Skills you'll gain
This course includes:
2 Hours PreRecorded video
7 quizzes
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate

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There are 9 modules in this course
This course covers advanced operational aspects of Google Cloud Dataflow, focusing on monitoring, troubleshooting, and optimizing pipeline performance. Students learn essential tools and techniques for managing Dataflow pipelines, including testing methodologies, deployment strategies, and reliability best practices. The curriculum emphasizes practical skills for maintaining stable and resilient data processing platforms, with special attention to Templates for scaling operations across large organizations.
Introduction
Module 1 · 27 Minutes to complete
Monitoring
Module 2 · 30 Minutes to complete
Logging and Error Reporting
Module 3 · 21 Minutes to complete
Troubleshooting and Debug
Module 4 · 1 Hours to complete
Performance
Module 5 · 28 Minutes to complete
Testing and CI/CD
Module 6 · 3 Hours to complete
Reliability
Module 7 · 33 Minutes to complete
Flex Templates
Module 8 · 2 Hours to complete
Summary
Module 9 · 4 Minutes to complete
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
Frequently asked Questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.




