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Google ADP Exam Syllabus Topics:

SectionWeightObjectives
Data Pipeline Orchestration18%- Pipeline design and automation
  • 1. Workflow orchestration concepts (e.g., Cloud Composer)
    • 2. Dataflow pipelines
      Data Analysis and Presentation27%- Data visualization
      • 1. Looker / Looker Studio reporting
        - Querying and analyzing data
        • 1. BigQuery SQL usage
          • 2. Data aggregation and transformation
            Data Management25%- Storage and data organization
            • 1. Cloud Storage lifecycle policies
              • 2. BigQuery datasets and tables management
                - Data governance and security
                • 1. IAM and access control
                  • 2. Data lifecycle management
                    Data Preparation and Ingestion30%- Data ingestion into Google Cloud services
                    • 1. Streaming ingestion with Pub/Sub concepts
                      • 2. Cloud Storage ingestion patterns

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                        Google Associate Data Practitioner Sample Questions (Q62-Q67):

                        NEW QUESTION # 62
                        You need to create a data pipeline that streams event information from applications in multiple Google Cloud regions into BigQuery for near real-time analysis. The data requires transformation before loading. You want to create the pipeline using a visual interface. What should you do?

                        Answer: B


                        NEW QUESTION # 63
                        You manage a Cloud Storage bucket that stores temporary files created during data processing. These temporary files are only needed for seven days, after which they are no longer needed. To reduce storage costs and keep your bucket organized, you want to automatically delete these files once they are older than seven days. What should you do?

                        Answer: C


                        NEW QUESTION # 64
                        Your organization plans to move their on-premises environment to Google Cloud. Your organization's network bandwidth is less than 1 Gbps. You need to move over 500 ## of data to Cloud Storage securely, and only have a few days to move the dat a. What should you do?

                        Answer: A


                        NEW QUESTION # 65
                        Your organization's website uses an on-premises MySQL as a backend database. You need to migrate the on-premises MySQL database to Google Cloud while maintaining MySQL features. You want to minimize administrative overhead and downtime. What should you do?

                        Answer: D


                        NEW QUESTION # 66
                        Your organization has highly sensitive data that gets updated once a day and is stored across multiple datasets in BigQuery. You need to provide a new data analyst access to query specific data in BigQuery while preventing access to sensitive dat a. What should you do?

                        Answer: A


                        NEW QUESTION # 67
                        ......

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