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Google ADP Exam Syllabus Topics:

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

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                        Real4test Associate Data Practitioner (ADP) questions in three formats are the go-to source for successful and quick preparation. Three formats of our study material are Google ADP exam PDF questions, desktop practice test software, and web-based ADP practice test. The philosophy behind offering these formats is simple: to create a world-class learning material that can help candidates achieve their Associate Data Practitioner (ADP) preparation objectives. With the help of ADP exam questions in three formats, you can prepare successfully for the test according to your style.

                        Google Associate Data Practitioner Sample Questions (Q37-Q42):

                        NEW QUESTION # 37
                        Your organization has a petabyte of application logs stored as Parquet files in Cloud Storage. You need to quickly perform a one- time SQL-based analysis of the files and join them to data that already resides in BigQuery. What should you do?

                        Answer: A


                        NEW QUESTION # 38
                        You need to transfer approximately 300 TB of data from your company's on-premises data center to Cloud Storage. You have 100 Mbps internet bandwidth, and the transfer needs to be completed as quickly as possible. What should you do?

                        Answer: A


                        NEW QUESTION # 39
                        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: C


                        NEW QUESTION # 40
                        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: A


                        NEW QUESTION # 41
                        Your company uses Looker to generate and share reports with various stakeholders. You have a complex dashboard with several visualizations that needs to be delivered to specific stakeholders on a recurring basis, with customized filters applied for each recipient. You need an efficient and scalable solution to automate the delivery of this customized dashboard. You want to follow the Google- recommended approach. What should you do?

                        Answer: B


                        NEW QUESTION # 42
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