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

SectionWeightObjectives
Topic 1: Data Quality and Governance12%- Data Lineage
- Governance
- Data Quality
Topic 2: Monitoring and Troubleshooting16%- Troubleshooting
- Monitoring
- Performance Optimization
Topic 3: Data Processing28%- ETL Pipelines
- Spark SQL
- Structured Streaming
- Data Transformation
Topic 4: Databricks Lakehouse Platform24%- Lakehouse Architecture
- Data Management
- Unity Catalog
- Delta Lake
Topic 5: Data Modeling and Storage20%- Data Modeling
- File Formats
- Storage Optimization

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

데이터 엔지니어가 Lakeflow Spark Declarative Pipelines를 사용하여 고객 데이터 파이프라인을 구축하고 있습니다. 소스는 고객 레코드의 삽입, 업데이트 및 삭제 정보를 포함하는 클라우드 기반 이벤트 스트림이며, 데이터 보존 기간이 제한되어 있습니다. 이러한 변경 사항은 `AUTO CDC INTO` 구문을 사용하여 적용되며, 대상 테이블은 `customer_dim`이라는 SCD Type 1 테이블로 유지됩니다. 데이터 엔지니어는 `customer_dim` 테이블에서 데이터를 스트리밍하여 업데이트 및 삭제 이벤트만 처리하고 데이터를 점진적으로 처리하는 다운스트림 작업을 어떻게 구축해야 할까요?

  • A. SCD 1로 저장할 경우, AUTO CDC INTO의 대상에는 업데이트 및 삭제가 포함됩니다. 이러한 작업으로 인해 customer_dim에서 스트리밍이 실패할 수 있습니다. 대신 원본 소스에서 다른 스트림을 생성하십시오.
  • B. customer_dim 테이블에서 스트리밍하는 것은 SCD 2 보존 조건에서만 가능합니다.
  • C. customer_dim 테이블에서 변경 데이터 피드를 읽고 필터를 적용하여 변경 이벤트에 대해 점진적으로 조치를 취합니다.
  • D. customer_dim에서 스트리밍할 때 ignoreChanges 플래그를 사용하여 업데이트 및 삭제 중에 파이프라인이 중단되는 것을 방지하십시오.
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Correct Answer: C  🗳️

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데이터 엔지니어가 여러 수학 함수를 테스트하고 있는데, 그중 하나는 다른 함수가 설명한 대로 곡선 아래 면적을 계산하는 함수입니다.
assert(myIntegrate(lambda x: x*x, 0, 3) [0] == 9)
위 문장은 어떤 유형의 시험을 예시하는가?

  • A. 엔드 투 엔드
  • B. 매뉴얼
  • C. 기능성
  • D. 통합
  • E. 유닛
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Correct Answer: E  🗳️

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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. 분석
  • E. 파티션 기준
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Correct Answer: B,D  🗳️

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필요한 모듈을 찾을 때 검색할 디렉터리 목록을 담고 있는 파이썬 변수는 무엇입니까?

  • A. pypi.path
  • B. os.path
  • C. sys.path
  • D. pylib.source
  • E. importlib.resource 경로
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Correct Answer: C  🗳️

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데이터 엔지니어링 팀의 한 구성원이 더 큰 데이터 파이프라인의 일부로 실행되도록 예약하려는 간단한 노트북 파일을 제출했습니다. 아래 제공된 명령어를 제시된 대로 실행하면 논리적으로 올바른 결과가 생성된다고 가정합니다.

노트북을 작업으로 예약하기 전에 어떤 명령어를 제거해야 할까요?

  • A. 명령 6
  • B. 명령 4
  • C. 명령 5
  • D. 명령 2
  • E. 명령 3
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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