Exam ADP Demo - ADP Learning Materials

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Google ADP Exam Syllabus Topics:

SectionWeightObjectives
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 Pipeline Orchestration18%- Pipeline design and automation
                • 1. Workflow orchestration concepts (e.g., Cloud Composer)
                  • 2. Dataflow pipelines
                    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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                        Quiz Accurate Google - ADP - Exam Associate Data Practitioner Demo

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                        Google Associate Data Practitioner Sample Questions (Q12-Q17):

                        NEW QUESTION # 12
                        Your organization is conducting analysis on regional sales metrics. Data from each regional sales team is stored as separate tables in BigQuery and updated monthly. You need to create a solution that identifies the top three regions with the highest monthly sales for the next three months. You want the solution to automatically provide up-to-date results. What should you do?

                        Answer: C


                        NEW QUESTION # 13
                        You have a Dataproc cluster that performs batch processing on data stored in Cloud Storage. You need to schedule a daily Spark job to generate a report that will be emailed to stakeholders. You need a fully-managed solution that is easy to implement and minimizes complexity. What should you do?

                        Answer: B


                        NEW QUESTION # 14
                        Your company stores historical data in Cloud Storage. You need to ensure that all data is saved in a bucket for at least three years. What should you do?

                        Answer: A


                        NEW QUESTION # 15
                        You are storing data in Cloud Storage for a machine learning project. The data is frequently accessed during the model training phase, minimally accessed after 30 days, and unlikely to be accessed after 90 days. You need to choose the appropriate storage class for the different stages of the project to minimize cost. What should you do?

                        Answer: B


                        NEW QUESTION # 16
                        Your organization has decided to move their on-premises Apache Spark-based workload to Google Cloud.
                        You want to be able to manage the code without needing to provision and manage your own cluster. What should you do?

                        Answer: D


                        NEW QUESTION # 17
                        ......

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