Serverless Data Processing with Dataflow

Enhance your data processing skills with our Serverless Data Processing with Dataflow course. Master Apache Beam and its integration with Dataflow to effectively address your organization’s big data needs. Improve your data handling capabilities, leverage cloud-based analytics, and elevate your data engineering skills using Google Cloud’s Dataflow. This course is particularly beneficial for participants with prior experience in building batch and streaming data pipelines, allowing them to maximize their learning experience.

Course Details

Price:

$1,875.00

Days:

Location:

Virtual

Course Overview

– • Demonstrate how Apache Beam and Dataflow work together to fulfill your organization’s data processing needs
– • Summarize the benefits of the Beam Portability Framework and enable it for your Dataflow pipelines
– • Enable Shuffle and Streaming Engine, for batch and streaming pipelines respectively, for maximum performance
– • Enable Flexible Resource Scheduling for more cost-efficient performance
– • Select the right combination of IAM permissions for your Dataflow job
– • Implement best practices for a secure data processing environment
– • Select and tune the I/O of your choice for your Dataflow pipeline
– • Use schemas to simplify your Beam code and improve the performance of your pipeline
– • Develop a Beam pipeline using SQL and DataFrames
– • Perform monitoring, troubleshooting, testing, and CI/CD on Dataflow pipelines

No specific prerequisites are required for this course. Basic computer literacy and familiarity with fundamental concepts in the subject area are recommended for the best learning experience.

• Introduction
• Beam Portability
• Separating Compute and Storage with Dataflow
• IAM, Quotas, and Permissions
• Security
• Beam Concepts Review
• Windows
• Watermarks
• Triggers
• Sources and Sinks
• Schemas
• State and Timers
• Best Practices
• Dataflow SQL and DataFrames
• Beam Notebooks
• Monitoring
• Logging and Error Reporting
• Troubleshooting and Debug
• Performance
• Testing and CI/CD
• Reliability
• Flex Templates

Class Dates & Times


6/25/2025 Virtual 09:00:00-17:00:00 CST Enroll Now $1,875.00
8/25/2025 Virtual 09:00:00-17:00:00 CST Enroll Now $1,875.00
10/27/2025 Virtual 09:00:00-17:00:00 CST Enroll Now $1,875.00
12/15/2025 Virtual 09:00:00-17:00:00 CST Enroll Now $1,875.00

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