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Overview

Beginning with foundations, this training explains how Apache Beam and Dataflow work together to meet your data processing needs without the risk of vendor lock-in. The section on developing pipelines covers how you convert your business logic into data processing applications that can run on Dataflow. This training culminates with a focus on operations, which reviews the most important lessons for operating a data application on Dataflow, including monitoring, troubleshooting, testing, and reliability.
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What You'll Learn

  • 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.

Who Should Attend

  • Data engineers 
  • Data analysts and data scientists aspiring to develop data engineering skill
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Prerequisites

Participants should have completed the following courses:
  • Building Batch Data Pipelines
  • Building Resilient Streaming Analytics Systems

Learning Journey

Coming Soon...

1. Introduction
2. Beam Portability
3. Separating compute and storage with Dataflow
4. IAM, Quotas, and Permissions
5. Security
6. Beam Concepts Review  
7. Windows Watermarks, Triggers
8. Sources and Sinks
9. Schemas
10. State and Timers
11. Best Practices
12. Dataflow SQL and Dataframes
13. Beam Notebooks
14. Monitoring
15. Logging and Error Reporting
16. Troubleshooting and Debug
17. Performance
18. Testing and CI/CD
19. Reliability
20. Flex Templates
21. Summary

Frequently Asked Questions (FAQs)

  • Why get Google Cloud Platform (GCP) certified?

    Google Cloud certifications validate your expertise in cloud technologies and your proficiency in using Google Cloud Platform's vast array of services.

    These certifications are recognized globally and highly sought after by employers, as they demonstrate your ability to design, develop, and manage scalable and secure cloud solutions on GCP.

    Google Cloud-certified professionals are in high demand, opening doors to new career opportunities and higher earning potential.

  • What to expect for the examination?

    Google Cloud offers a variety of certification exams across different levels (Foundational, Associate, and Professional) covering various job roles and specializations.

    The exams typically consist of multiple-choice and multiple-select questions, as well as scenario-based questions that assess your ability to apply your knowledge in real-world situations.

    Note: Certification requirements and policies may be updated by Google Cloud from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.

  • How long is Google Cloud Platform (GCP) certification valid for?

    Most Google Cloud certifications, including Professional-level certifications, are valid for two years from the date of passing the exam.

    The Cloud Digital Leader and Associate Cloud Engineer certifications are valid for three years from the date of passing the exam.

    To maintain your certification, you will need to recertify by passing the latest version of the same exam or an equivalent higher-level certification exam before your current certification expires.

    You will receive a notification from Google Cloud prior to your certification's expiration date.

    Note: Certification requirements and policies may be updated by Google Cloud from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.

  • Why take this course with Trainocate?

    Here’s what sets us apart:

    - Global Reach, Localized Accessibility: Benefit from our geographically diverse training hubs in 16 countries (and counting!).

    - Top-Rated Instructors: Our team of subject matter experts (with high average CSAT and MTM scores) are passionate to help you accelerate your digital transformation.

    - Customized Training Solutions: Choose from on-site, virtual classrooms, or self-paced learning to fit your organization and individual needs.

    - Experiential Learning: Dive into interactive training with our curated lesson plans. Participate in hands-on labs, solve real-world challenges, and take on comprehensive assessments.

    - Learn From The Best: With 30+ authorized training partnerships and countless awards from Microsoft, AWS, Google – you're guaranteed learning from the industry's elite.

    - Your Bridge To Success: We provide up-to-date course materials, helpful exam guides, and dedicated support to validate your expertise and elevate your career.

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Course Curriculum

Course Curriculum

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Training Schedule

Exam & Certification

Exam & Certification

FAQs

Frequently Asked Questions

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