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Google ADP Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Preparation and Ingestion30%- Data ingestion into Google Cloud services
  • 1. Cloud Storage ingestion patterns
    • 2. Streaming ingestion with Pub/Sub concepts
      Topic 2: 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
              Topic 3: Data Pipeline Orchestration18%- Pipeline design and automation
              • 1. Dataflow pipelines
                • 2. Workflow orchestration concepts (e.g., Cloud Composer)
                  Topic 4: Data Analysis and Presentation27%- Data visualization
                  • 1. Looker / Looker Studio reporting
                    - Querying and analyzing data
                    • 1. Data aggregation and transformation
                      • 2. BigQuery SQL usage

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                        Google Associate Data Practitioner Sample Questions (Q40-Q45):

                        NEW QUESTION # 40
                        Your company's customer support audio files are stored in a Cloud Storage bucket. You plan to analyze the audio files' metadata and file content within BigQuery to create inference by using BigQuery ML. You need to create a corresponding table in BigQuery that represents the bucket containing the audio files. What should you do?

                        Answer: B


                        NEW QUESTION # 41
                        You are developing a data ingestion pipeline to load small CSV files into BigQuery from Cloud Storage. You want to load these files upon arrival to minimize data latency. You want to accomplish this with minimal cost and maintenance. What should you do?

                        Answer: D


                        NEW QUESTION # 42
                        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: B


                        NEW QUESTION # 43
                        Your company is migrating their batch transformation pipelines to Google Cloud. You need to choose a solution that supports programmatic transformations using only SQL. You also want the technology to support Git integration for version control of your pipelines. What should you do?

                        Answer: B


                        NEW QUESTION # 44
                        You need to create a new data pipeline. You want a serverless solution that meets the following requirements:
                        * Data is streamed from Pub/Sub and is processed in real-time.
                        * Data is transformed before being stored.
                        * Data is stored in a location that will allow it to be analyzed with SQL using Looker.
                        Which Google Cloud services should you recommend for the pipeline?

                        Answer: B


                        NEW QUESTION # 45
                        ......

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