Associate-Data-Practitionerの無料問題集（108題）、Associate-Data-Practitioner認定試験参考書

Google Associate-Data-Practitioner 問題集

試験コード：Associate-Data-Practitioner

試験名称：Google Cloud Associate Data Practitioner

最近更新時間：2025-03-29

問題と解答：全108問

Associate-Data-Practitioner 無料でデモをダウンロード：

PDF版 Demo ソフト版 Demo オンライン版 Demo

無料問題集Associate-Data-Practitioner 資格取得

質問 1：
Your organization uses Dataflow pipelines to process real-time financial transactions. You discover that one of your Dataflow jobs has failed. You need to troubleshoot the issue as quickly as possible. What should you do?
A. Navigate to the Dataflow Jobs page in the Google Cloud console. Use the job logs and worker logs to identify the error.
B. Use the gcloud CLI tool to retrieve job metrics and logs, and analyze them for errors and performance bottlenecks.
C. Set up a Cloud Monitoring dashboard to track key Dataflow metrics, such as data throughput, error rates, and resource utilization.
D. Create a custom script to periodically poll the Dataflow API for job status updates, and send email alerts if any errors are identified.
正解：A
解説: (Topexam メンバーにのみ表示されます)

質問 2：
You are designing a BigQuery data warehouse with a team of experienced SQL developers. You need to recommend a cost-effective, fully-managed, serverless solution to build ELT processes with SQL pipelines.
Your solution must include source code control, environment parameterization, and data quality checks. What should you do?
A. Use Cloud Composer to orchestrate and run data workflows.
B. Use Cloud Data Fusion to visually design and manage the pipelines.
C. Use Dataproc to run MapReduce jobs for distributed data processing.
D. Use Dataform to build, orchestrate, and monitor the pipelines.
正解：D
解説: (Topexam メンバーにのみ表示されます)

質問 3：
Your company currently uses an on-premises network file system (NFS) and is migrating data to Google Cloud. You want to be able to control how much bandwidth is used by the data migration while capturing detailed reporting on the migration status. What should you do?
A. Use gcloud storage commands.
B. Use Cloud Storage FUSE.
C. Use Storage Transfer Service.
D. Use a Transfer Appliance.
正解：C
解説: (Topexam メンバーにのみ表示されます)

質問 4：
Your company is migrating their batch transformation pipelines to Google Cloud. You need to choose a solution that supports programmatic transformations using only SQL. You also want the technology to support Git integration for version control of your pipelines. What should you do?
A. Use Cloud Composer operators.
B. Use Cloud Data Fusion pipelines.
C. Use Dataform workflows.
D. Use Dataflow pipelines.
正解：C
解説: (Topexam メンバーにのみ表示されます)

質問 5：
You are working with a small dataset in Cloud Storage that needs to be transformed and loaded into BigQuery for analysis. The transformation involves simple filtering and aggregation operations. You want to use the most efficient and cost-effective data manipulation approach. What should you do?
A. Create a Cloud Data Fusion instance and visually design an ETL pipeline that reads data from Cloud Storage, transforms it using built-in transformations, and loads the results into BigQuery.
B. Use Dataflow to perform the ETL process that reads the data from Cloud Storage, transforms it using Apache Beam, and writes the results to BigQuery.
C. Use BigQuery's SQL capabilities to load the data from Cloud Storage, transform it, and store the results in a new BigQuery table.
D. Use Dataproc to create an Apache Hadoop cluster, perform the ETL process using Apache Spark, and load the results into BigQuery.
正解：C
解説: (Topexam メンバーにのみ表示されます)

質問 6：
Your organization needs to store historical customer order data. The data will only be accessed once a month for analysis and must be readily available within a few seconds when it is accessed. You need to choose a storage class that minimizes storage costs while ensuring that the data can be retrieved quickly. What should you do?
A. Store the data in Cloud Storage using Standard storage.
B. Store the data in Cloud Storaqe usinq Nearline storaqe.
C. Store the data in Cloud Storaqe usinq Coldline storaqe.
D. Store the data in Cloud Storage using Archive storage.
正解：B
解説: (Topexam メンバーにのみ表示されます)

質問 7：
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. 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.
D. Connect to Google Cloud using VPN. Use the gcloud storage command to move the data to Cloud Storage.
正解：C
解説: (Topexam メンバーにのみ表示されます)

弊社のGoogle Associate-Data-Practitionerを利用すれば試験に合格できます

弊社のGoogle Associate-Data-Practitionerは専門家たちが長年の経験を通して最新のシラバスに従って研究し出した勉強資料です。弊社はAssociate-Data-Practitioner問題集の質問と答えが間違いないのを保証いたします。

この問題集は過去のデータから分析して作成されて、カバー率が高くて、受験者としてのあなたを助けて時間とお金を節約して試験に合格する通過率を高めます。我々の問題集は的中率が高くて、100％の合格率を保証します。我々の高質量のGoogle Associate-Data-Practitionerを利用すれば、君は一回で試験に合格できます。

弊社は無料Google Associate-Data-Practitionerサンプルを提供します

お客様は問題集を購入する時、問題集の質量を心配するかもしれませんが、我々はこのことを解決するために、お客様に無料Associate-Data-Practitionerサンプルを提供いたします。そうすると、お客様は購入する前にサンプルをダウンロードしてやってみることができます。君はこのAssociate-Data-Practitioner問題集は自分に適するかどうか判断して購入を決めることができます。

Associate-Data-Practitioner試験ツール：あなたの訓練に便利をもたらすために、あなたは自分のペースによって複数のパソコンで設置できます。

安全的な支払方式を利用しています

Credit Cardは今まで全世界の一番安全の支払方式です。少数の手続きの費用かかる必要がありますとはいえ、保障があります。お客様の利益を保障するために、弊社のAssociate-Data-Practitioner問題集は全部Credit Cardで支払われることができます。

領収書について：社名入りの領収書が必要な場合、メールで社名に記入していただき送信してください。弊社はPDF版の領収書を提供いたします。

Google Associate-Data-Practitioner 認定試験の出題範囲：

トピック	出題範囲
トピック 1	Data Preparation and Ingestion: This section of the exam measures the skills of Google Cloud Engineers and covers the preparation and processing of data. Candidates will differentiate between various data manipulation methodologies such as ETL, ELT, and ETLT. They will choose appropriate data transfer tools, assess data quality, and conduct data cleaning using tools like Cloud Data Fusion and BigQuery. A key skill measured is effectively assessing data quality before ingestion.
トピック 2	Data Management: This domain measures the skills of Google Database Administrators in configuring access control and governance. Candidates will establish principles of least privilege access using Identity and Access Management (IAM) and compare methods of access control for Cloud Storage. They will also configure lifecycle management rules to manage data retention effectively. A critical skill measured is ensuring proper access control to sensitive data within Google Cloud services
トピック 3	Data Analysis and Presentation: This domain assesses the competencies of Data Analysts in identifying data trends, patterns, and insights using BigQuery and Jupyter notebooks. Candidates will define and execute SQL queries to generate reports and analyze data for business questions.\| Data Pipeline Orchestration: This section targets Data Analysts and focuses on designing and implementing simple data pipelines. Candidates will select appropriate data transformation tools based on business needs and evaluate use cases for ELT versus ETL.

参照：https://cloud.google.com/learn/certification/data-practitioner

TopExamは君にAssociate-Data-Practitionerの問題集を提供して、あなたの試験への復習にヘルプを提供して、君に難しい専門知識を楽に勉強させます。TopExamは君の試験への合格を期待しています。

一年間の無料更新サービスを提供します

君が弊社のGoogle Associate-Data-Practitionerをご購入になってから、我々の承諾する一年間の更新サービスが無料で得られています。弊社の専門家たちは毎日更新状態を検査していますから、この一年間、更新されたら、弊社は更新されたGoogle Associate-Data-Practitionerをお客様のメールアドレスにお送りいたします。だから、お客様はいつもタイムリーに更新の通知を受けることができます。我々は購入した一年間でお客様がずっと最新版のGoogle Associate-Data-Practitionerを持っていることを保証します。

弊社は失敗したら全額で返金することを承諾します

我々は弊社のAssociate-Data-Practitioner問題集に自信を持っていますから、試験に失敗したら返金する承諾をします。我々のGoogle Associate-Data-Practitionerを利用して君は試験に合格できると信じています。もし試験に失敗したら、我々は君の支払ったお金を君に全額で返して、君の試験の失敗する経済損失を減少します。