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Microsoft DP-600 Korean Exam Syllabus Topics:

TopicDetails
Topic 1
  • Implement and manage semantic models: This section of the exam measures the skills of architects and focuses on designing and optimizing semantic models to support enterprise-scale analytics. It evaluates understanding of storage modes and implementing star schemas and complex relationships, such as bridge tables and many-to-many joins. Architects must write DAX-based calculations using variables, iterators, and filtering techniques. The use of calculation groups, dynamic format strings, and field parameters is included. The section also includes configuring large semantic models and designing composite models. For optimization, candidates are expected to improve report visual and DAX performance, configure Direct Lake behaviors, and implement incremental refresh strategies effectively.
Topic 2
  • Prepare data: This section of the exam measures the skills of engineers and covers essential data preparation tasks. It includes establishing data connections and discovering sources through tools like the OneLake data hub and the real-time hub. Candidates must demonstrate knowledge of selecting the appropriate storage type—lakehouse, warehouse, or eventhouse—depending on the use case. It also includes implementing OneLake integrations with Eventhouse and semantic models. The transformation part involves creating views, stored procedures, and functions, as well as enriching, merging, denormalizing, and aggregating data. Engineers are also expected to handle data quality issues like duplicates, missing values, and nulls, along with converting data types and filtering. Furthermore, querying and analyzing data using tools like SQL, KQL, and the Visual Query Editor is tested in this domain.
Topic 3
  • Maintain a data analytics solution: This section of the exam measures the skills of administrators and covers tasks related to enforcing security and managing the Power BI environment. It involves setting up access controls at both workspace and item levels, ensuring appropriate permissions for users and groups. Row-level, column-level, object-level, and file-level access controls are also included, alongside the application of sensitivity labels to classify data securely. This section also tests the ability to endorse Power BI items for organizational use and oversee the complete development lifecycle of analytics assets by configuring version control, managing Power BI Desktop projects, setting up deployment pipelines, assessing downstream impacts from various data assets, and handling semantic model deployments using XMLA endpoint. Reusable asset management is also a part of this domain.

Reference: https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/dp-600

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Microsoft Implementing Analytics Solutions Using Microsoft Fabric (DP-600 Korean Version) Sample Questions:

Question #1

OneLake에 30개의 CSV 파일이 포함된 Fabric 테넌트가 있습니다. 이 파일들은 매일 업데이트됩니다.
CSV 파일을 데이터 소스로 사용하는 Model1이라는 이름의 Microsoft Power BL 시맨틱 모델을 생성합니다. Model1에 대한 증분 새로 고침을 구성하고 Fabric 테넌트의 프리미엄 용량에 모델을 게시합니다.
Model1을 새로 고치려고 하면 리소스가 부족해져 새로 고치기가 실패합니다.
실패의 가능한 원인은 무엇입니까?

  • A. 쿼리 폴딩이 발생하고 있습니다.
  • B. 쿼리 폴딩이 발생하지 않습니다.
  • C. XMLA 엔드포인트가 읽기 전용으로 설정되었습니다.
  • D. 데이터를 분할하는 데 사용된 열의 데이터 형식이 변경되었습니다.
  • E. 새로 고침 완료 일수만 선택됨.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #2

Workspace1이라는 워크스페이스가 있는 Fabric 테넌트가 있습니다. Workspace1에는 Pipeline1이라는 데이터 파이프라인과 Lakehouse1이라는 레이크하우스가 있습니다.
다음과 같은 작업을 수행합니다.
Workspace2라는 이름의 작업 공간을 생성합니다.
Workspace1의 항목을 Workspace2로 배포하는 DeployPipeline1이라는 배포 파이프라인을 생성합니다.
Workspace1에 Folder1이라는 이름의 폴더를 추가하세요.
Lakehouse1을 Folder1로 이동하세요.
DeployPipeline1을 실행하세요.
DeployPipeline1이 완료되면 Workspace2는 어떤 구조를 갖게 될까요?

  • A. \Pipeline1
    \Lakehouse1
  • B. \Folder1\Pipeline1
    \Folder1\Lakehouse1
  • C. \Pipeline1
    \Folder1\Lakehouse1
  • D. \Folder1Lakehouse1
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #3

참고: 이 섹션에는 동일한 시나리오와 문제를 다룬 하나 이상의 질문 세트가 포함되어 있습니다. 각 질문은 문제에 대한 고유한 해결책을 제시합니다. 제시된 해결책이 목표를 충족하는지 여부를 판단해야 합니다.
주어진 해법 중 하나 이상이 문제를 해결할 수 있습니다. 또한, 주어진 해법 중 어느 것도 문제를 해결하지 못할 수도 있습니다.
이 섹션의 질문에 답변하신 후에는 뒤로 돌아갈 수 없습니다. 따라서 이 질문들은 검토 화면에 나타나지 않습니다.
네트워크에는 contoso라는 이름의 온프레미스 Active Directory Domain Services(AD DS) 도메인이 있습니다.
Microsoft Entra Connect를 사용하여 Microsoft Entra 테넌트와 동기화되는 com입니다.
시맨틱 모델을 포함하는 Fabric 테넌트가 있습니다.
모델에 동적 행 수준 보안(RLS)을 활성화하고 모델을 패브릭 서비스에 배포합니다.
username() 함수가 포함된 측정값을 쿼리했는데 결과가 비어 있습니다.
측정값이 사용자의 사용자 주체 이름(UPN)을 반환하는지 확인해야 합니다.
해결 방법: 측정값을 USEROBJECT() 함수를 사용하도록 업데이트합니다.
이것이 목표를 달성합니까?

  • A. 예
  • B. 아니요
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #4

Model1이라는 Fabric 시맨틱 모델이 있고, 이 모델에는 Sales라는 테이블이 있습니다. Sales 테이블에는 백만 개의 데이터가 있으며, 가져오기 저장 모드를 사용합니다. Model1에는 Sales 테이블을 참조하는 50개의 DAX 수식과 Sales Quantity 및 Sales QuantityLY라는 두 개의 DAX 측정값, 그리고 15개의 다른 측정값이 포함되어 있습니다.
다음 각 문장에 대해, 문장이 사실이면 '예'를 선택하고, 그렇지 않으면 '아니요'를 선택하십시오.
참고: 정답 하나당 1점입니다.

Reveal Solution  Discussion  0

Correct Answer:


Explanation:

Question #5

현재 Fabric 테넌트에는 model1이라는 이름의 시맨틱 모델이 있습니다. model1에서 가장 큰 두 개의 열은 다음 표에 나와 있습니다.

모델 1을 최적화해야 합니다. 최적화 결과는 다음 요구 사항을 충족해야 합니다.
* 모델 크기를 줄이세요.
* 가져오기 모드 사용 시 새로 고침 성능을 향상시킵니다.
* 각 판매 거래에 대한 날짜 및 시간 값이 모델에 포함되어 있는지 확인하십시오.
각 열에서 무엇을 해야 할까요? 정답을 선택하려면 답변란에서 적절한 옵션을 고르세요.
참고: 정답 하나당 1점입니다.

Reveal Solution  Discussion  0

Correct Answer:


Explanation:

We are optimizing model1 in Fabric with two very large columns:
TransactionKey
Cardinality: 2.5 billion
Size: 160 GB
Description: surrogate key for SalesTransaction fact table.
SaleDateTime
Cardinality: 6.8 million
Size: 120 GB
Description: datetime (to the second) of when a sale occurred.
Goal:
Reduce model size.
Improve refresh performance (Import mode).
Ensure datetime values remain available.
Analysis per column
1. TransactionKey (very high cardinality)
Surrogate keys with extremely high cardinality do not add analytical value in a semantic model because they are not used in measures or grouping.
They take a lot of memory and reduce refresh performance.
Best practice: remove the column from the model.
2. SaleDateTime
Needed to analyze transactions by date and time.
However, storing the full datetime at second-level cardinality causes huge memory usage.
To optimize: split the column into Date and Time columns.
Reduces cardinality significantly.
Preserves full datetime information (can recombine if needed).
Improves compression and refresh speed.
Final Answer:
TransactionKey: Remove the column.
SaleDateTime: Split the column.
References:
Microsoft Fabric optimization guidance - reduce cardinality
Best practices for datetime optimization in semantic models
# Answer Selection:
TransactionKey # Remove the column
SaleDateTime # Split the column

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