ADP actual test, Test VCE dumps for Associate Data Practitioner

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Google ADP Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Analysis and Presentation27%- Data visualization
  • 1. Looker / Looker Studio reporting
    - Querying and analyzing data
    • 1. Data aggregation and transformation
      • 2. BigQuery SQL usage
        Topic 2: Data Preparation and Ingestion30%- Data ingestion into Google Cloud services
        • 1. Cloud Storage ingestion patterns
          • 2. Streaming ingestion with Pub/Sub concepts
            Topic 3: Data Pipeline Orchestration18%- Pipeline design and automation
            • 1. Dataflow pipelines
              • 2. Workflow orchestration concepts (e.g., Cloud Composer)
                Topic 4: Data Management25%- Data governance and security
                • 1. Data lifecycle management
                  • 2. IAM and access control
                    - Storage and data organization
                    • 1. BigQuery datasets and tables management
                      • 2. Cloud Storage lifecycle policies

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                        Google Associate Data Practitioner Sample Questions (Q36-Q41):

                        NEW QUESTION # 36
                        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 # 37
                        You are designing a pipeline to process data files that arrive in Cloud Storage by 3:00 am each day. Data processing is performed in stages, where the output of one stage becomes the input of the next. Each stage takes a long time to run. Occasionally a stage fails, and you have to address the problem. You need to ensure that the final output is generated as quickly as possible. What should you do?

                        Answer: B


                        NEW QUESTION # 38
                        You need to design a data pipeline that ingests data from CSV, Avro, and Parquet files into Cloud Storage.
                        The data includes raw user input. You need to remove all malicious SQL injections before storing the data in BigQuery. Which data manipulation methodology should you choose?

                        Answer: B


                        NEW QUESTION # 39
                        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 # 40
                        Your organization uses scheduled queries to perform transformations on data stored in BigQuery. You discover that one of your scheduled queries has failed. You need to troubleshoot the issue as quickly as possible. What should you do?

                        Answer: A


                        NEW QUESTION # 41
                        ......

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