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  • Exam Name: Databricks Certified Data Analyst Associate Exam (Databricks-Certified-Data-Analyst-Associate日本語版)
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  • Q & A: 118 Questions and Answers
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Databricks Databricks-Certified-Data-Analyst-Associate日本語 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Data Management: The topic describes Delta Lake as a tool for managing data files, Delta Lake manages table metadata, benefits of Delta Lake within the Lakehouse, tables on Databricks, a table owner’s responsibilities, and the persistence of data. It also identifies management of a table, usage of Data Explorer by a table owner, and organization-specific considerations of PII data. Lastly, the topic it explains how the LOCATION keyword changes, usage of Data Explorer to secure data.
Topic 2
  • Databricks SQL: This topic discusses key and side audiences, users, Databricks SQL benefits, complementing a basic Databricks SQL query, schema browser, Databricks SQL dashboards, and the purpose of Databricks SQL endpoints
  • warehouses. Furthermore, the delves into Serverless Databricks SQL endpoint
  • warehouses, trade-off between cluster size and cost for Databricks SQL endpoints
  • warehouses, and Partner Connect. Lastly it discusses small-file upload, connecting Databricks SQL to visualization tools, the medallion architecture, the gold layer, and the benefits of working with streaming data.
Topic 3
  • Analytics applications: It describes key moments of statistical distributions, data enhancement, and the blending of data between two source applications. Moroever, the topic also explains last-mile ETL, a scenario in which data blending would be beneficial, key statistical measures, descriptive statistics, and discrete and continuous statistics.
Topic 4
  • SQL in the Lakehouse: It identifies a query that retrieves data from the database, the output of a SELECT query, a benefit of having ANSI SQL, access, and clean silver-level data. It also compares and contrasts MERGE INTO, INSERT TABLE, and COPY INTO. Lastly, this topic focuses on creating and applying UDFs in common scaling scenarios.
Topic 5
  • Data Visualization and Dashboarding: Sub-topics of this topic are about of describing how notifications are sent, how to configure and troubleshoot a basic alert, how to configure a refresh schedule, the pros and cons of sharing dashboards, how query parameters change the output, and how to change the colors of all of the visualizations. It also discusses customized data visualizations, visualization formatting, Query Based Dropdown List, and the method for sharing a dashboard.

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

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

Question #1

Databricks Lakehouseプラットフォームがオープンソース技術を採用していることによるメリットは次のうちどれですか?

  • A. ストレージを拡張する能力
  • B. クラウド固有の統合
  • C. ワークロードを拡張できる能力
  • D. 簡素化されたガバナンス
  • E. ベンダーロックインの回避
Reveal Solution  Discussion  0

Correct Answer: E  🗳️

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Question #2

Databricks SQL を使用する次の利点のうち、Data Explorer によって提供されるものはどれですか?

  • A. サードパーティの Bl クールに接続するために使用できます。
  • B. データの探索を可能にするダッシュボードを作成するために使用できます。
  • C. 関係者と共有できる視覚化を作成するために使用できます。
  • D. メタデータとデータを表示したり、権限を表示/変更したりするために使用できます。
  • E. UPDATE クエリを実行して、データベース内の任意のテーブルを更新するために使用できます。
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #3

データ アナリストは各地域の顧客数をカウントするように依頼され、次のクエリを作成しました。

クエリに間違いがある場合、その間違いを説明するのは次のどれですか。

  • A. クエリに GROUP BY region 句がありません。
  • B. クエリに間違いはありません。
  • C. クエリは地域を選択していますが、地域は ORDER BY 句でのみ出現する必要があります。
  • D. クエリは ORDER BY を使用しています。これは集計では許可されていません。
  • E. クエリは count(') を使用しています。これにより、地域に関係なく、顧客テーブル内のすべての顧客がカウントされます。
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #4

データエンジニアはデータパイプラインの一部としてデルタテーブルを使用する必要があるが、適切な権限を持っているかどうかわからない。
データエンジニアは、以下のどの場所でテーブルに対する自身の権限を確認できますか?

  • A. 仕事
  • B. 休息
  • C. データエクスプローラ
  • D. Databricksファイルシステム
  • E. ダッシュボード
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #5

あるデータアナリストは、マルチホップのメダリオンアーキテクチャを採用している組織で働いています。彼は、既存のシルバーテーブルから新しいゴールドテーブルを作成するという任務を負っています。
シルバーテーブルからゴールドテーブルへのホップを実行しているクエリはどれですか?

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

Correct Answer: D  🗳️

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