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Last Updated: Sep 21, 2026
No. of Questions: 250 Questions & Answers with Testing Engine
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Read on paper, drill on your PC, or review on your phone — the Databricks Certified Data Engineer Professional Exam (Databricks-Certified-Data-Engineer-Professional日本語版) material from ActualTestsQuiz comes in all three versions. The PDF is printable and perfect for notes, the desktop engine recreates the real Databricks-Certified-Data-Engineer-Professional日本語 environment on Windows, and the online engine works on any device — each carrying the same 250 questions.
| Certification Vendor: | Databricks |
|---|---|
| Exam Name: | Databricks Certified Data Engineer Professional Exam |
| Exam Number: | Databricks-Certified-Data-Engineer-Professional |
| Real Exam Qty: | 45-60 |
| Related Certifications: | Databricks Certified Data Engineer Associate |
| Certificate Validity Period: | 2 years |
| Exam Duration: | 120 minutes |
| Available Languages: | English |
| Exam Format: | Multiple choice, Scenario-based questions, Proctored online exam, Multiple select |
| Passing Score: | 70% |
| Exam Price: | $200 USD |
| Recommended Training: | Delta Lake Fundamentals Databricks Data Engineer Learning Path |
| Exam Registration: | Databricks Academy Databricks Certification Portal |
| Sample Questions: | DOWNLOAD DEMO |
| Exam Way: | Online proctored exam via Databricks certification platform |
| Pre Condition: | Recommended: Databricks Certified Data Engineer Associate or equivalent hands-on experience with Spark and Delta Lake |
| Official Syllabus URL: | https://www.databricks.com/learn/certification/data-engineer-professional |
| Section | Objectives |
|---|---|
| Delta Lake and Data Management | - Time travel and versioning - Schema evolution and enforcement - Delta Lake transactions and ACID properties |
| Data Ingestion and Processing | - Structured Streaming fundamentals - ETL pipeline design patterns - Batch and streaming ingestion with Auto Loader |
| Databricks Lakehouse Platform Architecture | - Medallion architecture (Bronze, Silver, Gold) - Data governance concepts (Unity Catalog basics) - Workspace and cluster architecture |
| Production Pipelines and Orchestration | - Error handling and recovery strategies - Job scheduling and monitoring - Databricks Workflows |
| Data Modeling and Transformation | - Performance optimization techniques - Spark SQL transformations - Dimensional modeling concepts |
Expect 45-60 questions with a time limit of 120 minutes. The smart move is to treat time as a resource: allocate a rough budget per question, mark the stubborn ones and move on, then return with fresh eyes. Two or three full timed runs in the ActualTestsQuiz desktop engine — which recreates the real exam environment — will calibrate your pace far better than untimed reading ever could.
Recommended: Databricks Certified Data Engineer Associate or equivalent hands-on experience with Spark and Delta Lake Keep in mind that vendors adjust their requirements over time, so verify the current rules on the official exam page (Databricks-Certified-Data-Engineer-Professional日本語 official exam details) before you schedule anything.
Let's take delivery first: the instant your payment is confirmed, your download links activate and a copy is emailed to you within a minute — install on as many computers as you like, and if nothing arrives within 2 hours, our support team will sort it out. Now the safety net: sit the corresponding Databricks-Certified-Data-Engineer-Professional日本語 exam within 60 days of purchase and, if you don't pass, claim a full refund under our 100% Money Back Guarantee by submitting a scanned enrollment slip and the official Score Report PDF within 2 days of the exam; processing finishes within 7 days. Conditions apply: exams taken within 3 days of purchase are excluded, the candidate's name must match the payer's, and free or expired products aren't eligible. If you'd rather exchange than refund, we'll give you two other exam products of equal value for free, and your original updates keep running.
Per the official blueprint, the Databricks Certified Data Engineer Professional Exam (Databricks-Certified-Data-Engineer-Professional日本語版) is organized into 5 domains — among them Delta Lake and Data Management, Databricks Lakehouse Platform Architecture, Production Pipelines and Orchestration. The weights show where the exam spends its questions, so let them guide your study hours. The full domain-and-subtopic breakdown is in the outline section above.
Booking happens through the vendor's official registration channels:
Depending on your preference, the Databricks-Certified-Data-Engineer-Professional日本語 exam is offered Online proctored exam via Databricks certification platform — select the option that suits you during registration.
Yes. Try the free PDF demo first — it shows you the exact question style and answer quality before you spend anything. When you buy, 365 days of free updates come standard, with the newest versions sent straight to your mailbox; if your update period lapses later, you can renew it at 50% off in your member zone.
The vendor recommends these official training options:
Training covers the theory well, but self-assessment is what catches weak spots. Once the coursework is done, run the Databricks-Certified-Data-Engineer-Professional日本語 practice questions from ActualTestsQuiz and let your scores reveal what still needs work.
The official fee for the Databricks-Certified-Data-Engineer-Professional日本語 exam is $200 USD, and passing requires 70%. Remember that the fee buys exactly one attempt — a retake costs the same amount again. That is a good reason to rehearse with the 250 practice questions from ActualTestsQuiz until you're consistently scoring past the threshold before paying for the real thing.
The Databricks Certified Data Engineer Professional Exam (Databricks-Certified-Data-Engineer-Professional日本語版) is the vendor's official exam for the Databricks Certified Data Engineer Professional certification, a credential at the Professional level. It is widely recognized because it verifies genuine, job-ready skill — exactly what employers shortlist for. It also connects to related credentials including Databricks Certified Data Engineer Associate, which makes it a solid anchor for a longer certification roadmap.
データ エンジニアは、非常に類似したコードを持つ複数のテーブル定義を含む次の DLT コードをリファクタリングしたいと考えています。
パラメーター化されたテーブル定義を使用してこれらのテーブルをプログラムで作成するために、データ エンジニアは次のコードを記述します。
パイプラインは、このリファクタリングされたコードを使用して更新を実行しますが、これらのテーブルの誤った構成値を示す別の DAG を生成します。
データエンジニアはこれをどうやって修正できるでしょうか?
Correct Answer: D 🗳️
Explanation: Only visible for ActualTestsQuiz members. You can sign-up / login (it's free).
データエンジニアは、Lakeflow 宣言型パイプラインを使用して、ソースのブロンズテーブル(user_bronze)からターゲットのシルバーテーブル(user_silver)への行削除を伝播させています。エンジニアは、パイプライン実行中に user_bronze で行が削除されると、user_silver の対応する行も自動的に削除されるようにしたいと考えています。
ブロンズ テーブルでの削除がシルバー テーブルに伝播されるようにする構成はどれですか。
Correct Answer: C 🗳️
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データアーキテクトは、様々なビジネス要件に合わせてデータを効率的に処理するためのDatabricksソリューションを設計しています。データエンジニアは、ストリーミングテーブルではなくマテリアライズドビューをどのようなシナリオで使用すべきでしょうか?
Correct Answer: B 🗳️
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ビューの更新は、顧客テーブルに挿入または更新される新しく取り込まれたすべてのデータの増分バッチを表します。
これらのレコードを処理するには、次のロジックが使用されます。
この実装について説明している記述はどれですか?
Correct Answer: E 🗳️
ある企業は、複数のデータソースにLakehouse Federationを実装したいと考えていますが、データの一貫性と、すべてのチームが同じ権限のあるデータバージョンにアクセスできるようにすることを懸念しています。Lakehouse Federationがデータの一貫性を維持するために適切な記述はどれですか?
Correct Answer: A 🗳️
Explanation: Only visible for ActualTestsQuiz members. You can sign-up / login (it's free).
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