Databricks Databricks-Certified-Data-Engineer-Professional Korean real exam prep : Databricks Certified Data Engineer Professional Exam (Databricks-Certified-Data-Engineer-Professional Korean Version)

  • Exam Code: Databricks-Certified-Data-Engineer-Professional-KR
  • Exam Name: Databricks Certified Data Engineer Professional Exam (Databricks-Certified-Data-Engineer-Professional Korean Version)
  • Updated: Oct 08, 2026
  • Q&As: 250 Questions and Answers

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Databricks Databricks-Certified-Data-Engineer-Professional Korean Exam Syllabus Topics:

SectionObjectives
Data Ingestion and Processing- ETL pipeline design patterns
- Batch and streaming ingestion with Auto Loader
- Structured Streaming fundamentals
Production Pipelines and Orchestration- Databricks Workflows
- Job scheduling and monitoring
- Error handling and recovery strategies
Databricks Lakehouse Platform Architecture- Medallion architecture (Bronze, Silver, Gold)
- Workspace and cluster architecture
- Data governance concepts (Unity Catalog basics)
Delta Lake and Data Management- Schema evolution and enforcement
- Delta Lake transactions and ACID properties
- Time travel and versioning
Data Modeling and Transformation- Performance optimization techniques
- Spark SQL transformations
- Dimensional modeling concepts

Databricks Certified Data Engineer Professional Exam (Databricks-Certified-Data-Engineer-Professional Korean Version) Sample Questions:

Question #1

Databricks에서 가장 일반적인 데이터 위치 두 가지는 DBFS 루트 스토리지와 dbutils.fs.mount()를 사용하여 마운트된 외부 객체 스토리지입니다.
다음 중 옳은 설명은 무엇입니까?

  • A. DBFS 루트는 데이터를 저장하는 가장 안전한 위치입니다. 마운트된 스토리지 볼륨은 완전한 공용 읽기 및 쓰기 권한을 가져야 하기 때문입니다.
  • B. DBFS는 Unix 파일 시스템과 유사한 구문과 보장을 사용하여 객체 스토리지에 저장된 파일과 상호 작용할 수 있도록 하는 파일 시스템 프로토콜입니다.
  • C. Databricks 노트북에서 %sh를 사용할 때 DBFS 루트 또는 마운트된 저장소에 액세스할 수 없습니다.
  • D. DBFS 루트는 드라이버에 연결된 임시 블록 볼륨에 파일을 저장하는 반면, 마운트된 디렉터리는 세션 간에 저장된 데이터를 항상 외부 저장소에 유지합니다.
  • E. 기본적으로 DBFS 루트와 마운트된 데이터 소스는 워크스페이스 관리자만 접근할 수 있습니다.
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Correct Answer: B  🗳️

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Question #2

PySpark 애플리케이션에 단위 테스트를 통합하려면 작업 설계에 대한 사전 고려가 필요하거나 기존 코드에 상당한 리팩토링이 필요할 수 있습니다.
다음 중 이러한 추가적인 노력을 상쇄하는 주요 이점을 설명하는 문장은 무엇입니까?

  • A. 데이터 품질을 향상시킵니다
  • B. 배포 및 실행 시간이 더 빠릅니다.
  • C. 모든 단계가 분리되어 개별적으로 테스트되므로 문제 해결이 더 쉽습니다.
  • D. 애플리케이션의 전체 사용 사례를 검증합니다.
  • E. 원하는 최종 결과를 얻기 위해 모든 단계가 올바르게 상호 작용하도록 보장합니다.
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Correct Answer: C  🗳️

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Question #3

예측 최적화는 Unity 카탈로그 관리 테이블에 대해 기본적으로 활성화된 Databricks의 자동화된 서비스입니다. 이 서비스는 델타 테이블을 지속적으로 최적화하여 최적의 성능과 비용을 보장함으로써 델타 테이블을 관리하는 데 도움을 줍니다. 예측 최적화는 델타 테이블을 관리하기 위해 어떤 두 가지 작업을 실행합니까? (두 가지를 선택하십시오.)

  • A. 컴팩트
  • B. 최적화
  • C. 버킷팅
  • D. 파티션 기준
  • E. 분석
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Correct Answer: B,E  🗳️

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Question #4

Spark Structured Streaming에서 사용하는 일반적인 프로그래밍 모델의 특징을 설명하는 문장은 무엇입니까?

  • A. 구조화된 스트리밍은 캐시된 단계에 대한 증분 상태 값을 저장하는 분산 노드 네트워크에 의존합니다.
  • B. 구조화된 스트리밍은 특수 하드웨어와 I/O 스트림을 사용하여 데이터 전송 지연 시간을 1초 미만으로 줄입니다.
  • C. 구조화된 스트리밍은 GPU의 병렬 처리를 활용하여 높은 병렬 데이터 처리량을 달성합니다.
  • D. 구조화된 스트리밍 모델은 데이터 스트림에 도착하는 새로운 데이터를 무한한 테이블에 추가되는 새로운 행으로 모델링합니다.
  • E. Structured Streaming은 메시징 버스로 구현되며 Apache Kafka에서 파생되었습니다.
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Correct Answer: D  🗳️

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Question #5

Lakeflow 선언적 파이프라인의 운영 측면은 Spark 구조적 스트리밍과 어떻게 다른가요?

  • A. Lakeflow의 선언적 파이프라인은 다단계 파이프라인의 오케스트레이션을 자동으로 관리하는 반면, 구조적 스트리밍은 복잡한 종속성을 처리하기 위해 외부 오케스트레이션이 필요합니다.
  • B. 구조화된 스트리밍은 연속적인 데이터 스트림을 처리할 수 있지만, Lakeflow 선언적 파이프라인은 그렇지 못합니다.
  • C. Lakeflow 선언적 파이프라인은 Delta Lake 형식으로 쓸 수 있지만, 구조적 스트리밍은 쓸 수 없습니다.
  • D. Lakeflow의 선언적 파이프라인은 스키마 진화를 자동으로 처리하는 반면, 구조적 스트리밍은 항상 수동 스키마 관리가 필요합니다.
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Correct Answer: A  🗳️

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