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Microsoft DP-600 Korean Exam Overview:

Certification Vendor:Microsoft
Exam Name:Implementing Analytics Solutions Using Microsoft Fabric
Exam Number:DP-600
Passing Score:700 / 1000
Exam Price:USD 165
Available Languages:Spanish, French, Portuguese (Brazil), German, Japanese, English, Chinese (Simplified)
Exam Duration:100 minutes
Exam Format:Scenario-based, Multiple choice, Case study
Real Exam Qty:40–60
Certificate Validity Period:2 years
Recommended Training:Microsoft Learn: DP-600 Learning Path
Exam Registration:Microsoft Certification Exam Registration
Sample Questions:Microsoft DP-600 Korean Sample Questions
Exam Way:Online proctored or onsite at authorized test centers
Pre Condition:No mandatory prerequisites; recommended experience with data modeling, SQL, DAX, and Microsoft Fabric components
Official Syllabus URL:https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/dp-600

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
  • 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.
Topic 3
  • 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.

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

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

Question #1

시맨틱 모델을 포함하는 Fabric 테넌트가 있습니다.
보고서 작성자가 암시적 측정값을 사용하여 시각화를 채우지 못하도록 방지해야 합니다.
목표 달성을 위해 사용할 수 있는 두 가지 도구는 무엇입니까? 각 정답은 완전한 해결책을 제시합니다.
참고: 정답 하나당 1점입니다.

  • A. Microsoft Power BI Desktop
  • B. Microsoft SQL Server Management Studio(SSMS)
  • C. DAX 스튜디오
  • D. 표 형식 편집기
Reveal Solution  Discussion  0

Correct Answer: A,B  🗳️

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Question #2

storage!라는 이름의 Azure Data Lake Storage Gen2 계정이 있으며, 이 계정에는 sales라는 이름의 Parquet 파일이 있습니다.
쪽매 세공.
Workspace1이라는 워크스페이스가 포함된 Fabric 테넌트가 있습니다.
Workspace1의 노트북을 사용하여 파일 내용을 기본 Lakehouse 탐색기에 로드해야 합니다. 이 솔루션은 Lakehouse 탐색기에서 파일 내용이 자동으로 "Sales"라는 이름의 테이블로 표시되도록 해야 합니다.
코드를 어떻게 완성해야 할까요? 정답을 선택하려면 답변란에서 적절한 옵션을 고르세요.
참고: 정답 하나당 1점입니다.

Reveal Solution  Discussion  0

Correct Answer:


Explanation:

Step 1 - Read the Parquet file into a DataFrame
df = spark.read.parquet( " abfss://[email protected]/files/sales.parquet " ) This correctly loads the Parquet data into Spark.
Step 2 - Write into the Lakehouse as a managed table
If we want the result to be registered as a Lakehouse table and automatically appear in Lakehouse Explorer, we must:
Write the data in delta format (because Fabric Lakehouse tables are Delta tables).
Save the table under the tables folder, not files.
So the correct code is:
df.write.mode( " overwrite " ).format( " delta " ).saveAsTable( " tables/sales " ) Final Answer:
Format: delta
SaveAsTable Path: tables/sales
References:
Lakehouse tables in Microsoft Fabric
Save DataFrame as Delta Table in Spark
# Answer Selection:
First dropdown # delta
Second dropdown # tables/sales

Question #3

귀하는 Lakehouse1이라는 이름의 호숫가 주택이 포함된 Fabric 임대 계약을 보유하고 있습니다.
100개의 IoT 장치에서 수집된 측정값이 Lakehouse1의 Delta 테이블에 추가됩니다. 각 측정값 세트는 약 25KB입니다. 매일 약 10GB의 데이터가 수신됩니다.
테이블 및 SparkSession 설정은 모두 기본값으로 설정되어 있습니다.
쿼리 실행 속도가 느리다는 것을 발견했습니다. 또한 레이크하우스 스토리지에는 더 이상 사용되지 않는 데이터와 로그 파일이 있습니다.
더 이상 사용하지 않는 파일을 삭제하고, 작은 파일들을 합쳐서 각 파일의 목표 크기를 1GB로 만들어야 합니다.
어떻게 해야 할까요? 답을 찾으려면 적절한 작업을 해당 요구 사항으로 드래그하세요. 각 작업은 한 번, 여러 번 또는 전혀 사용되지 않을 수 있습니다. 콘텐츠를 보려면 창 사이의 분할 막대를 드래그하거나 스크롤해야 할 수도 있습니다.
참고: 정답 하나당 1점입니다.

Reveal Solution  Discussion  0

Correct Answer:


Explanation:
Remove the files: Run the VACUUM command on a schedule.
Combine the files: Set the optimizeWrite table setting. or Run the OPTIMIZE command on a schedule.
To remove files that are no longer used, the VACUUM command is used in Delta Lake to clean up invalid files from a table. To combine smaller files into larger ones, you can either set the optimizeWrite setting to combine files during write operations or use the OPTIMIZE command, which is a Delta Lake operation used to compact small files into larger ones.

Question #4

단일 Fabric 워크스페이스에서 메달리온 아키텍처를 구현하고 있습니다.
당신은 청동과 은층이 있는 호숫가 별장과 금층이 있는 창고를 가지고 있습니다.
다음 표에 표시된 대로 레이어를 채우는 데 필요한 항목을 생성합니다.

실버 레이어는 브론즈 레이어가 완료된 후에, 골드 레이어는 실버 레이어가 완료된 후에 순차적으로 채워지도록 매일 레이어를 채워야 합니다. 또한, 개발 노력과 복잡성을 최소화해야 합니다.
각 항목 세트를 실행하려면 무엇을 사용해야 할까요? 정답을 선택하려면 적절한 옵션을 해당 항목으로 드래그하세요. 각 옵션은 한 번, 여러 번 또는 전혀 사용되지 않을 수 있습니다. 내용을 보려면 창 사이의 분할 막대를 드래그하거나 스크롤해야 할 수도 있습니다. 참고: 각 정답은 1점입니다.

Reveal Solution  Discussion  0

Correct Answer:


Explanation:
To execute each set of items in sequential order with minimized development effort and complexity, you should use the following options:
Orchestration pipeline: Use a pipeline with an Invoke pipeline activity. This allows for orchestrating and scheduling the execution of other pipelines, ensuring they run in the correct sequence.
Bronze layer: Implement a pipeline Copy activity. This aligns with the table indicating that the Bronze layer uses pipelines with Copy activities for data integration.
Silver layer: Implement a pipeline Dataflow activity. The table specifies that Dataflows are used for the Silver layer.
Gold layer: Implement a pipeline Stored procedure activity. Stored procedures are specified for the Gold layer according to the table.

Question #5

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:

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