Office worker by day, family person by night — where does study time come from? The DP-203 Deutsch materials from TestPDF are built for exactly that life: store the Microsoft Data Engineering on Microsoft Azure (DP-203 Deutsch Version) bank on your phone, pad, or computer and turn subway rides and bus waits into progress.
| Certification Vendor: | Microsoft |
|---|---|
| Exam Name: | Data Engineering on Microsoft Azure |
| Exam Number: | DP-203 |
| Passing Score: | 700 (scale 100–1000) |
| Real Exam Qty: | 40–60 |
| Exam Price: | $165 USD |
| Exam Duration: | 150 minutes |
| Certificate Validity Period: | 2 years |
| Available Languages: | Russian, Japanese, Spanish, Portuguese (Brazil), Arabic (Saudi Arabia), French, Chinese (Traditional), Chinese (Simplified), Indonesian (Indonesia), German, Italian, English, Korean |
| Related Certifications: | Microsoft Certified: Azure Data Scientist Associate Microsoft Certified: Azure Database Administrator Associate |
| Exam Format: | Scenario-based questions, Case studies, Multiple-choice, Multiple-answer |
| Recommended Training: | Microsoft Learn: DP-203 Learning Path Azure Data Engineer Associate Training |
| Exam Registration: | Microsoft Exam Registration Pearson VUE |
| Sample Questions: |  |
| Exam Way: | Online proctored or onsite at Pearson VUE test centers |
| Pre Condition: | No mandatory prerequisites; recommended experience: 2+ years working with Azure data services, knowledge of SQL, Python/Scala, data modeling, ETL/ELT processes |
| Official Syllabus URL: | https://learn.microsoft.com/en-us/credentials/certifications/exams/dp-203/ |
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Design and implement data security | 10–15% | - Implement authentication and authorization
|
| Topic 2: Design and develop data processing | 25–30% | - Design data processing pipelines
|
| Topic 3: Design and implement data storage | 40–45% | - Design data storage structures
|
| Topic 4: Monitor and optimize data storage and data processing | 10–15% | - Monitor data solutions
|
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The latest exam information lists 40–60 questions for the DP-203 Deutsch exam within a 150 minutes-minute window. Practicing under those exact conditions is the best cure for exam-day surprises.
The Microsoft Data Engineering on Microsoft Azure (DP-203 Deutsch Version) blueprint is organized around these core domains:
Further domains appear in the full official outline; the question bank covers all of them.
By fitting study into the cracks of a busy life. The DP-203 Deutsch bank contains complete questions with expert-verified answers across the Microsoft Data Engineering on Microsoft Azure (DP-203 Deutsch Version) objectives, stored easily on your phone, pad, or computer for spare-time review — and the PDF prints cleanly when you prefer paper, because marking key points by hand genuinely enhances memory. Assess everything first through the free demo on our site, pay securely through the Credit Card system, and rest assured your personal information is never shared with third parties without permission.
Microsoft lists the following official training resources:
Structured courses pair well with spare-time question practice for steady, low-stress progress.
Microsoft specifies these prerequisites for the Microsoft Data Engineering on Microsoft Azure (DP-203 Deutsch Version): No mandatory prerequisites; recommended experience: 2+ years working with Azure data services, knowledge of SQL, Python/Scala, data modeling, ETL/ELT processes.
Check the authoritative wording on the official certification page before booking.
At present, the DP-203 Deutsch exam requires a passing score of 700 (scale 100–1000), and registration costs $165 USD. Microsoft sets both figures and may adjust them, so verify on the official site before you schedule.
Use the official registration channels below:
Pick a test center or online slot that suits your routine, and book early — calm planning beats last-minute pressure.
Was sollten Sie zur Sicherung vertraulicher Kundenkontaktinformationen empfehlen?
Correct Answer: A 🗳️
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Sie verfügen über eine Azure-Datenfabrik namens ADM, die eine Pipeline namens Pipelwe1 Pipeline enthält! muss alle 30 Minuten mit einem 15-minütigen Versatz ausgeführt werden.
Sie müssen einen Trigger für Pipehne1 erstellen. Der Auslöser muss die folgenden Anforderungen erfüllen:
* Backfill-Daten vom Beginn des Tages bis zur aktuellen Uhrzeit.
* Wenn Pipeline1 erfolgreich ist, stellen Sie sicher, dass die Pipeline innerhalb desselben 30-mm-Zeitraums erneut ausgeführt werden kann.
* Stellen Sie sicher, dass nur eine gleichzeitige Pipeline-Ausführung erfolgen kann.
* Minimieren Sie den Entwicklungs- und Konfigurationsaufwand
Welche Art von Trigger sollten Sie erstellen?
Correct Answer: D 🗳️
Sie konfigurieren die Überwachung für eine Microsoft Azure SQL Data Warehouse-Implementierung. Die Implementierung verwendet PolyBase, um Daten aus CSV-Dateien (Comma-Separated Value), die in Azure Data Lake Gen 2 gespeichert sind, mithilfe einer externen Tabelle zu laden.
Dateien mit einem ungültigen Schema führen zu Fehlern.
Sie müssen auf einen ungültigen Schemafehler achten.
Welchen Fehler sollten Sie überwachen?
Correct Answer: C 🗳️
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Sie verfügen über ein Azure-Abonnement, das ein Azure Blob Storage-Konto mit dem Namen „storage1“ und einen dedizierten Azure Synapse Analytics-SQL-Pool mit dem Namen „Pool1“ enthält.
Sie müssen Daten in Speicher1 speichern. Die Daten werden von Pool1 gelesen. Die Lösung muss folgende Anforderungen erfüllen:
* Aktivieren Sie Pool1, um Spalten und Zeilen zu überspringen, die in einer Abfrage nicht erforderlich sind.
* Spaltenstatistiken automatisch erstellen.
* Minimieren Sie die Dateigröße.
Welchen Dateityp sollten Sie verwenden?
Correct Answer: D 🗳️
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Sie erstellen eine Azure Data Factory-Lösung, um von Azure Event Hubs empfangene und dann in einen Azure Data Lake Storage Gen2-Container aufgenommene Daten zu verarbeiten.
Die Daten werden alle fünf Minuten von Geräten in JSON-Dateien aufgenommen. Die Dateien haben das folgende Benennungsmuster.
/{deviceType}/in/{YYYY}/{MM}/{DD}/{HH}/{deviceID}_{YYYY}{MM}{DD}HH}{mm}.json Sie müssen die Daten vorbereiten Batch-Datenverarbeitung, sodass pro Gerätetyp ein Datensatz pro Stunde vorhanden ist.
Die Lösung muss die Lesezeiten minimieren.
Wie sollten Sie die Senke für die Kopieraktivität konfigurieren? Um zu antworten, wählen Sie im Antwortbereich die entsprechenden Optionen aus.
HINWEIS: Jede richtige Auswahl ist einen Punkt wert.
Correct Answer:
Explanation:
Box 1: @trigger().startTime
startTime: A date-time value. For basic schedules, the value of the startTime property applies to the first occurrence. For complex schedules, the trigger starts no sooner than the specified startTime value.
Box 2: /{YYYY}/{MM}/{DD}/{HH}_{deviceType}.json
One dataset per hour per deviceType.
Box 3: Flatten hierarchy
- FlattenHierarchy: All files from the source folder are in the first level of the target folder. The target files have autogenerated names.
Reference:
https://docs.microsoft.com/en-us/azure/data-factory/concepts-pipeline-execution-triggers
https://docs.microsoft.com/en-us/azure/data-factory/connector-file-system
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