GCP Data Engineer Pro: Data Migrations

Google Cloud 2024    |    Intermediate
  • 11 videos | 58m 44s
  • Earns a Badge
Rating 5.0 of 1 users Rating 5.0 of 1 users (1)
Data warehouses, especially on-premises, commonly encounter growing pains, which is why many businesses choose to migrate their data to the Google Cloud Platform. However, migrations without loss of data can be tricky, so there are important aspects to consider. In this course, explore the intricacies of planning data migrations, the importance of validating migration plans, and ensuring seamless transitions. Next, discover the specifics of services like the Database Migration Service, Google Transfer Appliance, and BigQuery Data Transfer Service and how to integrate other services harmoniously within migration workflows. Finally, learn how to validate data migrations and address critical data governance concerns during the migration process. This course is one of a collection that prepares learners for the Google Professional Data Engineer exam.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Outline how to analyze current stakeholder needs, users, processes, and technologies to create a migration plan
    Identify how to ensure that the most important questions are being answered when planning for data migration
    List the requirements and use case for leveraging the database migration service
    Recognize the requirements and use case for leveraging google transfer appliance
    Outline the requirements and use case for leveraging the bigquery data transfer service
  • Identify the requirements and use case for leveraging services such as dataflow, cloud composer, cloud storage
    Recognize the key steps for manually validating data after a migration
    Describe how the data validation tool enables faster validation of a migrated dataset
    Outline the importance and practical steps needed to ensure that data governance is maintained during migrations
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 1m 22s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 8m 54s
    After completing this video, you will be able to outline how to analyze current stakeholder needs, users, processes, and technologies to create a migration plan. FREE ACCESS
  • Locked
    3.  Plan Validation for Migration
    7m 39s
    Upon completion of this video, you will be able to identify how to ensure that the most important questions are being answered when planning for data migration. FREE ACCESS
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    4.  Database Migration Service
    5m 51s
    In this video, we will list the requirements and use case for leveraging the Database Migration Service. FREE ACCESS
  • Locked
    5.  Google Transfer Appliance
    4m 59s
    Through this video, you will be able to recognize the requirements and use case for leveraging Google Transfer Appliance. FREE ACCESS
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    6.  BigQuery Data Transfer Service
    7m
    After completing this video, you will be able to outline the requirements and use case for leveraging the BigQuery Data Transfer Service. FREE ACCESS
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    7.  Integrate Other Services into a Successful Migration
    5m 9s
    In this video, we will identify the requirements and use case for leveraging services such as Dataflow, Cloud Composer, Cloud Storage. FREE ACCESS
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    8.  Data Migration Validation
    5m 28s
    Through this video, you will be able to recognize the key steps for manually validating data after a migration. FREE ACCESS
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    9.  The Data Validation Tool (DVT)
    4m 8s
    Upon completion of this video, you will be able to describe how the Data Validation Tool enables faster validation of a migrated dataset. FREE ACCESS
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    10.  Data Governance Concerns During Data Migration
    7m 36s
    After completing this video, you will be able to outline the importance and practical steps needed to ensure that data governance is maintained during migrations. FREE ACCESS
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    11.  Course Summary
    39s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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