Databricks Databricks-Certified-Data-Engineer-Associate日本語 Exam : Databricks Certified Data Engineer Associate Exam (Databricks-Certified-Data-Engineer-Associate日本語版)

  • Exam Code: Databricks-Certified-Data-Engineer-Associate-JPN
  • Exam Name: Databricks Certified Data Engineer Associate Exam (Databricks-Certified-Data-Engineer-Associate日本語版)
  • Updated: Oct 29, 2026
  • Q & A: 322 Questions and Answers

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Databricks Databricks-Certified-Data-Engineer-Associate日本語 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Databricks Lakehouse Platform: This topic covers the relationship between the data lakehouse and the data warehouse, the improvement in data quality, comparing and contrasting silver and gold tables, elements of the Databricks Platform Architecture, and differentiating between all-purpose clusters and jobs clusters. Moreover, it identifies how cluster software is versioned, how clusters can be filtered, how to use multiple languages, how to run one notebook, how notebooks can be shared, Git operations, and limitations in Databricks Notebooks. Lastly, the topic describes how clusters are terminated, how to use multiple languages, and how Databricks Repos enables CI
  • CD workflows.
Topic 2
  • Data Governance: It identifies one of the four areas of data governance, Unity Catalog securables, and the cluster security modes. It also discusses how to create a UC-enabled all-purpose cluster and a DBSQL warehouse. The topic explains how to implement data object access control, create a DBSQL warehouse, and e a UC-enabled all-purpose cluster.
Topic 3
  • ELT with Apache Spark: It focuses on extracting data, identifying the prefix, creating a view, duplicating rows, creating a new table, utilizing the dot, parsing JSON, and defining a SQL UDF. Moreover, the topic delves into describing the security model, identifying the location of a function, and identifying the PIVOT.
Topic 4
  • Production Pipelines: It focuses on identifying the advantages of using multiple tasks in Jobs, a suitable scenario where predecessor task should be set up, CRON as an opportunity for scheduling opportunity, and how an alert can be sent via email. The topic also discusses setting up a predecessor task in Jobs, reviewing a task's execution history, and debugging a failed task. Lastly, it delves into setting up a retry policy in case of failure and creating an alert in the case of a failed task.
Topic 5
  • Incremental Data Processing: In this topic questions about identifying Delta Lake, benefits of ACID transactions, a scenario to use an external table, location of a table, the benefits of Zordering, the kind of files, CTAS as a solution, the impact of ON VIOLATION DROP ROW and ON VIOLATION FAIL UPDATE, and the necessary component to create a new DLT pipeline. Moreover, the topic also discusses directory structure of Delta Lake files, generated column, adding a table comment, and the benefits of the MERGE command.

Reference: https://www.databricks.com/learn/certification/data-engineer-associate

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Databricks Certified Data Engineer Associate Exam (Databricks-Certified-Data-Engineer-Associate日本語版) Sample Questions:

Question #1

データエンジニアは、いくつかのテーブルからデータエンティティを作成したいと考えています。このデータエンティティは、他のセッションの他のデータエンジニアによって使用される必要があり、物理的な場所に保存する必要があります。
データ エンジニアが作成する必要があるデータ エンティティは次のどれですか。

  • A. 表示
  • B. 関数
  • C. データベース
  • D. 一時ビュー
  • E. テーブル
Reveal Solution  Discussion  0

Correct Answer: E  🗳️

Question #2

データエンジニアは、新しいブロンズデータ取り込みパイプラインがUnityカタログで管理されるクラウドストレージにデータを格納できるように、外部ロケーションとストレージ認証情報を構成する必要があります。エンジニアはスキーマに対するCREATE TABLE権限を持っていますが、外部ロケーションを作成しようとすると権限エラーが発生します。最小権限の原則に従って、この設定をブロックしないために必要なロールはどれですか?

  • A. メタストアと参照されるストレージ認証情報の両方に対してCREATE EXTERNAL LOCATION権限を付与し、エンジニアが外部ロケーションを定義できるようにします。
  • B. カタログに対してすべての権限を付与し、エンジニアがそのスキーマの下に外部ロケーションを作成できるようにします。
  • C. エンジニアをワークスペース管理者に昇格させて、オブジェクトとジョブを管理できるようにします。
  • D. エンジニアをメタストア管理者として割り当ててください。外部ロケーションを作成できるのはメタストア管理者のみです。
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #3

データエンジニアがスケジュールされたジョブをトリガーしましたが、新しい実行が実行されていないことがわかりました。実行履歴には、同時実行関連のキューメッセージによって実行がスキップされたことが示されています。エンジニアはどの構成を調査すべきでしょうか?

  • A. タスクの SQL ウェアハウス権限
  • B. タスクレベルのtimeout_seconds設定
  • C. ジョブレベルのmax_concurrent_runs設定とキューイングが有効になっているかどうか
  • D. クラウドプロバイダーにおけるクラスタースポットインスタンスの可用性
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #4

あるチームがDatabricksワークスペースを使用しており、JSONファイルが到着するたびに継続的に取り込む必要があります。どのコードスニペットが有効なAuto Loaderソース構成を示していますか?

  • A.
  • B.
  • C.
  • D.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #5

Databricksワークフローがノートブックのエラーにより最終段階で失敗しました。このワークフローは毎日実行されます。データエンジニアはエラーを修正し、パイプラインを再実行したいと考えています。このワークフローは実行に非常にコストと時間がかかります。データエンジニアはダウンタイムとコストを最小限に抑えるために、どのような対策を講じるべきでしょうか?

  • A. ワークフロー全体を再実行する
  • B. 修理走行
  • C. クラスターを再起動します
  • D. 別のクラスターに切り替える
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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