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| Section | Weight | Objectives |
|---|---|---|
| Ingest and transform data | 30-35% | - Optimize and manage Delta tables - Transform data using Dataflows Gen2 and notebooks - Ingest and transform data using eventstreams - Design and implement loading patterns - Ingest data using Data Factory pipelines and Dataflows Gen2 |
| Implement and manage an analytics solution | 30-35% | - Orchestrate processes with Data Factory pipelines - Implement security and governance - Configure and manage workspace settings and item access - Implement lifecycle management and source control for analytics assets |
| Monitor and optimize an analytics solution | 30-35% | - Implement error handling in pipelines - Monitor Fabric items - Optimize performance of data storage and queries |
The latest exam information lists 50 - 60 questions for the DP-700 Korean exam, to be completed within 100 minutes minutes. Knowing the format cold is half the battle — timed practice handles the other half.
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Fabric 환경에서 다음과 같은 데이터 엔티티를 구현하고 있습니다.
엔티티1: 호숫가 별장에 보관되어 있으며 조직의 핵심 엔티티로 사용될 데이터를 포함합니다. 엔티티2: 시맨틱 모델로 제공되며 조직 표준을 충족하는 데이터를 포함합니다. 엔티티3: Microsoft Power BI 보고서로 제공되며 공유 및 재사용 준비가 완료된 데이터를 포함합니다. 엔티티4: Power BI 대시보드로 제공되며 경영진의 의사 결정을 위해 승인된 데이터를 포함합니다. 귀사는 해당 데이터에 대한 특정 거버넌스 프로세스를 구현해야 합니다.
각 엔티티의 사용 사례에 따라 엔티티에 인증 배지를 적용해야 합니다.
각 개체에 어떤 배지를 적용해야 할까요? 정답은 적절한 배지를 해당 개체로 드래그하는 것입니다.
각 배지는 한 번, 여러 번 또는 전혀 사용하지 않을 수 있습니다. 콘텐츠를 보려면 창 사이의 분할 막대를 드래그하거나 스크롤해야 할 수 있습니다.
참고: 정답 하나당 1점입니다.
Correct Answer:

Explanation:
WS1이라는 기본 워크스페이스와 WS2라는 하위 워크스페이스를 포함하는 Fabric 테넌트가 있습니다. WS1에는 회사 내 여러 팀에서 사용하는 큐레이션된 Delta 테이블이 포함되어 있습니다.
회사 데이터 과학 팀이 W52에 정리된 테이블을 읽을 때 데이터의 물리적 복사본을 추가로 만들지 않아도 되도록 해야 합니다. 솔루션은 각 사용자에 대해 소스 보안이 적용되도록 보장해야 합니다.
어떤 설정을 해야 할까요? 답변하려면 답변 영역에서 적절한 옵션을 선택하세요.
참고: 정답 하나당 1점입니다.
Correct Answer:

Explanation:
The correct data-access method is OneLake shortcuts . Shortcuts allow WS2 to reference the Delta tables physically stored in WS1 without copying or duplicating the underlying data. This satisfies the requirement to expose curated data to a downstream workspace while maintaining a single source of truth. Microsoft explicitly recommends using OneLake shortcuts for downstream workspaces when data should remain centrally owned and governed in the producer workspace. Microsoft Learn The SQL analytics endpoint in WS2 must use User ' s identity mode . In this mode, the signed-in user ' s Microsoft Entra identity is passed through to OneLake, and access to shortcut-backed tables is evaluated against the security policies defined at the source. This is critical because the requirement states that source security must be enforced separately for each user . Microsoft documents that shortcut objects in User ' s identity mode honor the original OneLake security settings and validate the caller against the source.
Microsoft Learn
Owner/delegated identity mode would instead access OneLake by using the item owner ' s identity, which would not provide the required per-user source authorization. Database mirroring or pipeline copies would create additional physical replicas and therefore violate the no-copy requirement.
Study Guide reference: Implement and manage an analytics solution # OneLake # shortcuts # downstream data sharing # OneLake security # SQL analytics endpoint identity modes.
참고: 이 문제는 동일한 시나리오를 제시하는 일련의 문제 중 하나입니다. 각 문제에는 제시된 목표를 달성할 수 있는 고유한 해결책이 포함되어 있습니다. 일부 문제 세트에는 정답이 두 개 이상일 수 있으며, 정답이 없는 문제 세트도 있습니다.
이 섹션에서 질문에 답변한 후에는 해당 질문으로 돌아갈 수 없습니다. 따라서 이 질문들은 검토 화면에 나타나지 않습니다.
Fabric 이벤트 스트림을 사용하여 KQL 데이터베이스의 Bike_Location이라는 테이블에 데이터를 로드합니다. 해당 테이블에는 다음과 같은 열이 포함되어 있습니다.
바이크포인트ID
거리
이웃
자전거 없음
빈 부두 없음
타임스탬프
데이터를 활용하기 위해서는 변환 및 필터링 로직을 적용하여 데이터를 준비해야 합니다. 결과는 No_Bikes 값이 15 이상인 Sands End 지역의 데이터를 반환해야 하며, No_Bikes 값을 기준으로 오름차순으로 정렬되어야 합니다.
해결 방법: 다음 코드 조각을 사용하십시오.
이것이 목표를 달성합니까?
Correct Answer: B 🗳️
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Eventhouse1이라는 이름의 이벤트하우스가 포함된 Fabric 워크스페이스가 있습니다.
Eventhouse1에서 KQL 데이터베이스에 EventStreamData라는 테이블을 생성할 계획입니다. 이 테이블에는 다음 예시를 기반으로 한 데이터가 포함될 것입니다.

Correct Answer:

Explanation:
제품 치수를 생성해야 합니다.
Apache Spark SQL 코드를 어떻게 완성해야 할까요? 정답을 선택하려면 답변란에서 적절한 옵션을 고르세요.
참고: 정답 하나당 1점입니다.
Correct Answer:

Explanation:
A screenshot of a computer Description automatically generated
Join between Products and ProductSubCategories:
Use an INNER JOIN.
The goal is to include only products that are assigned to a subcategory. An INNER JOIN ensures that only matching records (i.e., products with a valid subcategory) are included.
Join between ProductSubCategories and ProductCategories:
Use an INNER JOIN.
Similar to the above logic, we want to include only subcategories assigned to a valid product category. An INNER JOIN ensures this condition is met.
WHERE Clause
Condition: IsActive = 1
Only active products (where IsActive equals 1) should be included in the gold layer. This filters out inactive products.
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