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Associate-Data-Practitioner日本語版サンプル: Google Cloud Associate Data Practitioner大歓迎問題集Associate-Data-Practitioner対策学習
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当社の唯一の目的は、各顧客が試験に合格するのを支援するとともに、短時間で重要な認定を取得することです。試験に合格し、自分にとって非常に重要なAssociate-Data-Practitioner認定を取得したい場合は、当社のAssociate-Data-Practitioner認定準備資料を選択して、試験の理解を深めることを強くお勧めします。あなたが準備するつもりです。弊社からAssociate-Data-Practitioner試験教材を購入することに決めた場合、試験に合格し、他の人よりもリラックスした方法で認定資格を取得できると考えています。
Associate-Data-Practitionerの各主題研究の分析を通じて急流、探索する価値のある隠れたルールがたくさんあることがわかりました。これは非常に必要であると同時に、Associate-Data-Practitionerトレーニング資料には専門家の素晴らしい夢のチームがあり、そのため、毎年提案の傾向を厳密に管理できます。年次試験問題では、Associate-Data-Practitioner調査問題に対応する規則があり、今年のテストのホットスポットと提案の方向を正確に予測できます。これにより、ユーザーは自信を持ってAssociate-Data-Practitionerテストの準備をすることができます。
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Google Cloud Associate Data Practitioner 認定 Associate-Data-Practitioner 試験問題 (Q39-Q44):
質問 # 39
You work for a healthcare company that has a large on-premises data system containing patient records with personally identifiable information (PII) such as names, addresses, and medical diagnoses. You need a standardized managed solution that de-identifies PII across all your data feeds prior to ingestion to Google Cloud. What should you do?
- A. Use Apache Beam to read the data and perform the necessary cleaning and transformation operations. Store the cleaned data in BigQuery.
- B. Use Cloud Run functions to create a serverless data cleaning pipeline. Store the cleaned data in BigQuery.
- C. Load the data into BigQuery, and inspect the data by using SQL queries. Use Dataflow to transform the data and remove any errors.
- D. Use Cloud Data Fusion to transform the data. Store the cleaned data in BigQuery.
正解:D
解説:
Using Cloud Data Fusion is the best solution for this scenario because:
Standardized managed solution: Cloud Data Fusion provides a visual interface for building data pipelines and includes prebuilt connectors and transformations for data cleaning and de-identification.
Compliance: It ensures sensitive data such as PII is de-identified prior to ingestion into Google Cloud, adhering to regulatory requirements for healthcare data.
Ease of use: Cloud Data Fusion is designed for transforming and preparing data, making it a managed and user-friendly tool for this purpose.
質問 # 40
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 data. What should you do?
- A. Connect to Google Cloud using Dedicated Interconnect. Use the gcloud storage command to move the data to Cloud Storage.
- B. Connect to Google Cloud using VPN. Use Storage Transfer Service to move the data to Cloud Storage.
- C. Connect to Google Cloud using VPN. Use the gcloud storage command to move the data to Cloud Storage.
- D. Request multiple Transfer Appliances, copy the data to the appliances, and ship the appliances back to Google Cloud to upload the data to Cloud Storage.
正解:D
解説:
UsingTransfer Appliancesis the best solution for securely and efficiently moving over 500 TB of data to Cloud Storage within a limited timeframe, especially with network bandwidth below 1 Gbps. Transfer Appliances are physical devices provided by Google Cloud to securely transfer large amounts of data. After copying the data to the appliances, they are shipped back to Google, where the data is uploaded to Cloud Storage. This approach bypasses bandwidth limitations and ensures the data is migrated quickly and securely.
質問 # 41
Your company uses Looker as its primary business intelligence platform. You want to use LookML to visualize the profit margin for each of your company's products in your Looker Explores and dashboards. You need to implement a solution quickly and efficiently. What should you do?
- A. Create a new dimension that categorizes products based on their profit margin ranges (e.g., high, medium, low).
- B. Define a new measure that calculates the profit margin by using the existing revenue and cost fields.
- C. Create a derived table that pre-calculates the profit margin for each product, and include it in the Looker model.
- D. Apply a filter to only show products with a positive profit margin.
正解:B
解説:
Defining a new measure in LookML to calculate the profit margin using the existing revenue and cost fields is the most efficient and straightforward solution. This approach allows you to dynamically compute the profit margin directly within your Looker Explores and dashboards without needing to pre-calculate or create additional tables. The measure can be defined using LookML syntax, such as:
measure: profit_margin {
type: number
sql: (revenue - cost) / revenue ;;
value_format: "0.0%"
}
This method is quick to implement and integrates seamlessly into your existing Looker model, enabling accurate visualization of profit margins across your products.
質問 # 42
Your organization has several datasets in their data warehouse in BigQuery. Several analyst teams in different departments use the datasets to run queries. Your organization is concerned about the variability of their monthly BigQuery costs. You need to identify a solution that creates a fixed budget for costs associated with the queries run by each department. What should you do?
- A. Create a single reservation by using BigQuery editions. Assign all analysts to the reservation.
- B. Assign each analyst to a separate project associated with their department. Create a single reservation by using BigQuery editions. Assign all projects to the reservation.
- C. Assign each analyst to a separate project associated with their department. Create a single reservation for each department by using BigQuery editions. Create assignments for each project in the appropriate reservation.
- D. Create a custom quota for each analyst in BigQuery.
正解:C
解説:
Assigning each analyst to a separate project associated with their department and creating a single reservation for each department using BigQuery editions allows for precise cost management. By assigning each project to its department's reservation, you can allocate fixed compute resources and budgets for each department, ensuring that their query costs are predictable and controlled. This approach aligns with your organization's goal of creating a fixed budget for query costs while maintaining departmental separation and accountability.
質問 # 43
Your organization has decided to migrate their existing enterprise data warehouse to BigQuery. The existing data pipeline tools already support connectors to BigQuery. You need to identify a data migration approach that optimizes migration speed. What should you do?
- A. Use the Cloud Data Fusion web interface to build data pipelines. Create a directed acyclic graph (DAG) that facilitates pipeline orchestration.
- B. Use the existing data pipeline tool's BigQuery connector to reconfigure the data mapping.
- C. Create a temporary file system to facilitate data transfer from the existing environment to Cloud Storage. Use Storage Transfer Service to migrate the data into BigQuery.
- D. Use the BigQuery Data Transfer Service to recreate the data pipeline and migrate the data into BigQuery.
正解:B
解説:
Since your existing data pipeline tools already support connectors to BigQuery, the most efficient approach is to use the existing data pipeline tool's BigQuery connector to reconfigure the data mapping. This leverages your current tools, reducing migration complexity and setup time, while optimizing migration speed. By reconfiguring the data mapping within the existing pipeline, you can seamlessly direct the data into BigQuery without needing additional services or intermediary steps.
質問 # 44
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