Databricks Databricks-Certified-Data-Analyst-Associate日本語 Q&A - in .pdf

  • Databricks-Certified-Data-Analyst-Associate日本語 pdf
  • Exam Code: Databricks-Certified-Data-Analyst-Associate日本語
  • Exam Name: Databricks Certified Data Analyst Associate Exam (Databricks-Certified-Data-Analyst-Associate日本語版)
  • Updated: Oct 27, 2026
  • Q & A: 118 Questions and Answers
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  • Exam Code: Databricks-Certified-Data-Analyst-Associate日本語
  • Exam Name: Databricks Certified Data Analyst Associate Exam (Databricks-Certified-Data-Analyst-Associate日本語版)
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  • Updated: Oct 27, 2026
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  • Exam Code: Databricks-Certified-Data-Analyst-Associate日本語
  • Exam Name: Databricks Certified Data Analyst Associate Exam (Databricks-Certified-Data-Analyst-Associate日本語版)
  • Updated: Oct 27, 2026
  • 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
  • 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.
Topic 3
  • 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 4
  • 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 5
  • 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.

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

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Databricks-Certified-Data-Analyst-Associate日本語 Practice Dumps

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

Question #1

データ アナリストは次のコマンドを実行します。
stakeholders.suppliers テーブル stakeholders.new_suppliers に挿入します。
このコマンドを実行するとどのような結果になりますか?

  • A. コマンドは誤って記述されているため失敗します。
  • B. サプライヤー テーブルには、新しいサプライヤー テーブルのデータのみが含まれるようになりました。
  • C. サプライヤー テーブルには、コマンドを実行する前のデータと新しいサプライヤー テーブルのデータの両方が含まれるようになり、重複するデータは削除されます。
  • D. サプライヤー テーブルには新しいサプライヤー テーブルのデータが含まれるようになり、新しいサプライヤー テーブルにはサプライヤー テーブルのデータが含まれるようになりました。
  • E. サプライヤー テーブルには、コマンドを実行する前のデータと、重複データを含む新しいサプライヤー テーブルのデータの両方が含まれるようになりました。
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #2

データサイエンティストはデータアナリストに、データセット内のすべての連続変数についてヒストグラムを作成するよう依頼しました。データアナリストは、データセット内のどの列が連続しているかを特定する必要があります。
連続変数を説明するものは何ですか?

  • A. 変化し続ける量的変数
  • B. カテゴリの数が時間の経過とともに増加し続けるカテゴリ変数
  • C. 数え切れないほど多くの値を取ることができる量的変数
  • D. チャットは有限または可算無限の値を取ることができる量的変数である。
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #3

データエンジニアとデータアナリストが協力してデータパイプラインを構築しています。データエンジニアはPythonを使用してパイプラインのraw、bronze、silverレイヤーを担当し、データアナリストはSQLを使用してパイプラインのgoldレイヤーを担当しています。パイプラインのrawソースはストリーミング入力です。彼らは現在、パイプラインをDelta Live Tablesを使用するように移行したいと考えています。
Delta Live Tablesへの移行時に、パイプラインに対して以下のどの変更が必要になりますか?

  • A. パイプラインはすべてSQLで記述する必要があります。
  • B. パイプラインはすべてPythonで記述する必要があります。
  • C. パイプラインは、SQLとPythonの異なるノートブックソースを持つことができます。
  • D. パイプラインでは、ストリーミングソースの代わりにバッチソースを使用する必要があります。
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #4

標準 SQL 方言として ANSI SQL を使用する Databricks SQL の利点は次のどれですか。

  • A. カスタマイズ能力が向上しました
  • B. Sparkのインタープリタとの互換性が高い
  • C. 既存のSQLクエリをDatabricks SQLに移行するのは簡単です
  • D. Photonの計算最適化を利用できるようになります
  • E. 他のSQL方言よりもパフォーマンスが優れています
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #5

DESCRIBE EXTENDED accounts.customers; を実行すると、次の結果が返されました。

ここで、データ アナリストは次のコマンドを実行します。
DROP アカウント。顧客。
このコマンドを実行した結果を説明するものはどれですか?

  • A. .customers 拡張子を持つすべてのファイルが削除されます。
  • B. SELECT * FROM accounts.customers を実行すると、テーブル内のすべての行が返されます。
  • C. accounts.customers テーブルはメタストアから削除されますが、基になるデータ ファイルはそのまま残ります。
  • D. SELECT * FROM delta. `dbfs:/stakeholders/customers` を実行するとエラーが発生します。
  • E. メタストアから accounts.customers テーブルが削除され、基になるデータ ファイルが削除されます。
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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