Google ADP dumps - in .pdf

ADP pdf
  • Exam Code: ADP
  • Exam Name: Associate Data Practitioner
  • Updated: Jul 20, 2026
  • Q & A: 66 Questions and Answers
  • PDF Price: $59.99
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  • Exam Code: ADP
  • Exam Name: Associate Data Practitioner
  • Updated: Jul 20, 2026
  • Q & A: 66 Questions and Answers
  • PDF Version + PC Test Engine + Online Test Engine
  • Value Pack Total: $119.98  $79.99
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Google ADP dumps - Testing Engine

ADP Testing Engine
  • Exam Code: ADP
  • Exam Name: Associate Data Practitioner
  • Updated: Jul 20, 2026
  • Q & A: 66 Questions and Answers
  • Software Price: $59.99
  • Testing Engine

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ADP exam dumps

Google ADP Exam Syllabus Topics:

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

                        Google Associate Data Practitioner Sample Questions:

                        1. You are migrating data from a legacy on-premises MySQL database to Google Cloud. The database contains various tables with different data types and sizes, including large tables with millions of rows and transactional dat a. You need to migrate this data while maintaining data integrity, and minimizing downtime and cost. What should you do?

                        A) Use Cloud Data Fusion to migrate the MySQL database to MySQL on Compute Engine.
                        B) Use Database Migration Service to replicate the MySQL database to a Cloud SQL for MySQL instance.
                        C) Export the MySQL database to CSV files, transfer the files to Cloud Storage by using Storage Transfer Service, and load the files into a Cloud SQL for MySQL instance.
                        D) Set up a Cloud Composer environment to orchestrate a custom data pipeline. Use a Python script to extract data from the MySQL database and load it to MySQL on Compute Engine.


                        2. You used BigQuery ML to build a customer purchase propensity model six months ago. You want to compare the current serving data with the historical serving data to determine whether you need to retrain the model.
                        What should you do?

                        A) Evaluate the data skewness.
                        B) Evaluate data drift.
                        C) Compare the two different models.
                        D) Compare the confusion matrix.


                        3. 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?

                        A) Create a new Google Cloud project, and copy the limited data into a BigQuery table. Grant the data analyst the BigQuery Data Owner IAM role in the new Google Cloud project.
                        B) Grant the data analyst the BigQuery Data Viewer IAM role in the Google Cloud project.
                        C) Create a materialized view with the limited data in a new dataset. Grant the data analyst BigQuery Data Viewer IAM role in the dataset and the BigQuery Job User IAM role in the Google Cloud project.
                        D) Grant the data analyst the BigQuery Job User IAM role in the Google Cloud project.


                        4. 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?

                        A) Push event information to a Pub/Sub topic. Create a BigQuery subscription in Pub/Sub.
                        B) Push event information to a Pub/Sub topic. Create a Cloud Run function to subscribe to the Pub/Sub topic, apply transformations, and insert the data into BigQuery.
                        C) Push event information to Cloud Storage, and create an external table in BigQuery. Create a BigQuery scheduled job that executes once each day to apply transformations.
                        D) Push event information to a Pub/Sub topic. Create a Dataflow job using the Dataflow job builder.


                        5. You created a customer support application that sends several forms of data to Google Cloud. Your application is sending:
                        1. Audio files from phone interactions with support agents that will be accessed during trainings.
                        2. CSV files of users' personally identifiable information (PII) that will be analyzed with SQL.
                        3. A large volume of small document files that will power other applications.
                        You need to select the appropriate tool for each data type given the required use case, while following Google- recommended practices. Which should you choose?

                        A) Filestore Cloud SQL for PostgreSQL Datastore
                        B) Cloud Storage CloudSQL for PostgreSQL Bigtable
                        C) Cloud Storage BigQuery Firestore
                        D) Filestore Bigtable BigQuery


                        Solutions:

                        Question # 1
                        Answer: B
                        Question # 2
                        Answer: B
                        Question # 3
                        Answer: C
                        Question # 4
                        Answer: D
                        Question # 5
                        Answer: C

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