Try Databricks : Databricks-Certified-Data-Engineer-Associate日本語 valid & accurate questions and answers
Updated: Oct 27, 2026
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Databricks Databricks-Certified-Data-Engineer-Associate日本語 Exam Overview:
| Certification Vendor: | Databricks |
|---|---|
| Exam Name: | Databricks Certified Data Engineer Associate Exam |
| Exam Number: | Databricks-Certified-Data-Engineer-Associate |
| Related Certifications: | Databricks Certified Data Analyst Associate |
| Real Exam Qty: | 60 |
| Exam Price: | $200 USD |
| Available Languages: | English |
| Exam Duration: | 90 minutes |
| Certificate Validity Period: | 2 years |
| Exam Format: | Multiple Select, Multiple Choice |
| Passing Score: | 70% |
| Sample Questions: | Databricks Databricks-Certified-Data-Engineer-Associate日本語 Sample Questions |
| Exam Way: | Online proctored or in-person testing center |
| Pre Condition: | Recommended: 6+ months of experience with Databricks and Apache Spark |
| Official Syllabus URL: | https://www.databricks.com/learn/certification/data-engineer-associate |
Databricks Databricks-Certified-Data-Engineer-Associate日本語 Exam Syllabus Topics:
| Topic | Details |
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Reference: https://www.databricks.com/learn/certification/data-engineer-associate
Databricks Certified Data Engineer Associate Exam (Databricks-Certified-Data-Engineer-Associate日本語版) Sample Questions:
データエンジニアは、更新と削除操作を何度か繰り返した後、参照されなくなった古いデータファイルを含むDeltaテーブルを持っています。これらの未使用ファイルを削除してストレージ領域を解放するには、どのDelta Lakeコマンドを実行すればよいでしょうか？
- A. 歴史を説明する
- B. 最適化
- C. 真空
- D. キャッシュテーブル
Correct Answer: C 🗳️
データエンジニアが、Databricksでバッチ処理ジョブを設定し、クラウドストレージから大規模なParquetデータセットを読み込むようにしています。エンジニアは、タスクを手動で割り当てることなく、Sparkが複数のワーカーノードに計算を自動的に分散することを望んでいます。自動並列処理を可能にするSparkの抽象化はどれですか？
- A. クラスター
- B. 実行者
- C. ドライバー
- D. データフレーム
Correct Answer: D 🗳️
データエンジニアが、PySparkを使用してデータセットを処理するDatabricks上のPythonノートブックをデバッグしています。ノートブックは、DataFrame変換中にエラーが発生して失敗します。エンジニアは、入力DataFrameや中間結果などの変数の状態を調べて、エラーが発生した箇所を特定したいと考えています。ノートブックをデバッグし、DataFrameなどの変数の値を検査するには、エンジニアはどのツールを使用すべきでしょうか？
- A. Ganglia UIを使用してクラスタのリソース使用状況を監視し、ハードウェアの問題を特定します。
- B. Databricks CLIを使用してドライバログをダウンロードし、詳細なエラーメッセージを分析します。
- C. Python Notebookインタラクティブデバッガーを使用してブレークポイントを設定し、変数の値をリアルタイムで検査します。
- D. Spark UIを使用して実行プランを分析し、ジョブが失敗したステージを特定します。
Correct Answer: C 🗳️
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ブロンズ テーブルと生データの関係を説明するのは次のどれですか。
- A. ブロンズ テーブルには、スキーマが適用された生データが含まれています。
- B. ブロンズ テーブルには集計が含まれますが、生のデータは集計されません。
- C. ブロンズ テーブルには、生データ ファイルよりも少ないデータが含まれています。
- D. ブロンズ テーブルには、生データよりも真実に近いデータが含まれています。
- E. ブロンズ テーブルには、生データよりも精度の低いデータ ビューが含まれています。
Correct Answer: A 🗳️
ある組織がデータレイクハウスを構築しており、複数のソースからUnityカタログで管理されるテーブルにデータを取り込む必要がある。
ソース1：Salesforce(50以上のオブジェクト、頻繁なスキーマ変更、OAuth)
認証が必要です)
ソース 2: オンプレミス SQL サーバー データベース (100 以上のテーブル、CDC 有効、
ネットワーク接続が必要です)
ソース3：Azure Data Lake Storage Gen2に毎日JSONファイルが到着する
組織は、取り込まれるすべてのデータをUnityカタログで管理し、スキーマ変更のためのデータエンジニアリング作業を最小限に抑え、運用上のオーバーヘッドを削減するために可能な限りサーバーレスを使用することを望んでいます。
これらの要件を満たす取り込み戦略はどれですか？
- A. Lakeflow Connectのマネージドコネクタを3つのデータソースすべてに使用してください。これにより、すべてのデータソースタイプにわたって一貫したサーバーレス実行とUnity Catalogとの統合が実現します。
- B. カスタムPythonコードを使用してSalesforce API呼び出しとSQLサーバーCDC抽出を処理し、Unityカタログテーブルに書き込む3つのソースすべてにAuto Loaderを使用します。
- C. Partner Connect を介して、3 つのソースすべてにパートナー コネクタ (Fivetran) を使用してください。これにより、Unity Catalog との最も包括的な統合と、スキーマの自動進化が実現されます。
- D. Lakeflow Spark Declarative Pipelines 内で、Salesforce および SQL Server 用の Lakeflow Connect マネージド コネクタと ADLS ファイル用の Auto Loader を使用します。
Correct Answer: D 🗳️
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