Serverless Data Processing with Dataflow: Operations
- Offered byCoursera
Serverless Data Processing with Dataflow: Operations at Coursera Overview
Duration | 10 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Advanced |
Official Website | Explore Free Course  |
Credential | Certificate |
Serverless Data Processing with Dataflow: Operations at Coursera Highlights
- Flexible deadlines Reset deadlines in accordance to your schedule.
- Shareable Certificate Earn a Certificate upon completion
- 100% online Start instantly and learn at your own schedule.
- Course 3 of 3 in the Serverless Data Processing with Dataflow Specialization
- Advanced Level
- Approx. 10 hours to complete
Serverless Data Processing with Dataflow: Operations at Coursera Course details
- This course will introduce the components of the Dataflow operational model
- Participants will be able to examine tools and techniques for troubleshooting and optimizing pipeline performance
- Course comprises of review testing, deployment, and reliability best practices for Dataflow pipelines
- Course also comprises of a review of Templates, which makes it easy to scale Dataflow pipelines to organizations with hundreds of users
Serverless Data Processing with Dataflow: Operations at Coursera Curriculum
Introduction
Course Introduction
Coursera: Getting Started with Google Cloud Platform and Qwiklabs
Important note about hands-on labs
How to Send Feedback
Job List
Job Info
Job Graph
Job Metrics
Metrics Explorer
Additional Resources
Monitoring
Logging
Error Reporting
Additional Resources
Logging and Error Reporting
Troubleshooting workflow
Types of troubles
Additional Resources
Troubleshooting and Debug
Performance
Pipeline Design
Data Shape
Source, Sinks & external systems
Shuffle and streaming engine
Additional Resources
Performance
Testing and CI/CD Overview
Unit Testing
Integration Testing
Artifact Building
Deployment
Additional Resources
Testing and CI/CD
Introduction to Reliability
Monitoring
Geolocation
Disaster Recovery
High Availability
Additional Resources
Reliabiity
Classic templates
Flex templates
Using flex templates
Google provided templates
Additional Resources
Flex Templates
Course Summary
Serverless Data Processing with Dataflow: Operations at Coursera Admission Process
Important Dates
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