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Microsoft DP-600日本語 Exam Syllabus Topics:

TopicDetails
Topic 1
  • 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 2
  • 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 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日本語版) Sample Questions:

Question #1

お客様のFabricテナントには、以下の表に示すワークスペースが含まれています。

Workspace_DEV から Workspace_TEST へアイテムをデプロイする Pipeline1 という名前のデプロイメントパイプラインがあります。Pipeline1 では、名前が一致するすべてのアイテムがペアになります。
Pipeline1を使用して、Workspace_DEVの内容をWorkspace_TESTにデプロイします。
デプロイが完了すると、Workspace_TEST の内容はどうなりますか?

  • A. レイクハウス1
    ノート1
    パイプライン1
    セマンティックモデル1
  • B. レイクハウス1
    レイクハウス2
    ノート1
    ノートブック2
    パイプライン1
    セマンティックモデル1
  • C. レイクハウス2
    ノートブック2
    セマンティックモデル1
  • D. レイクハウス2
    ノートブック2
    パイプライン1
    セマンティックモデル1
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #2

OneLakeに新しいセマンティックモデルを含むFabricテナントをお持ちです。
Fabricノートブックを使用して、データをSpark DataFrameに読み込みます。
すべての文字列列と数値列について、最小値、最大値、平均値、標準偏差を計算するために、データを評価する必要があります。
解決策:以下のPySpark式を使用します。
df.explain()
これは目標を達成していると言えるでしょうか?

  • A. いいえ
  • B. はい
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #3

Fabric の Warehouse には Warehousel という名前で、その中に Table というテーブルがあります。Tablel には顧客データが含まれています。
Tablel に対して行レベルセキュリティ (RLS) を実装する必要があります。このソリューションでは、ユーザーが自分のデータのみを閲覧できるようにする必要があります。
どの2つのオブジェクトを作成すべきでしょうか?それぞれの正解は、解決策の一部を示しています。
注:正解ごとに1ポイントが加算されます。

  • A. 機能
  • B. 制約
  • C. セキュリティポリシー
  • D. データベースロール
  • E. ストアドプロシージャ
Reveal Solution  Discussion  0

Correct Answer: A,C  🗳️

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Question #4

FabricテナントにはWarehouse1という名前のウェアハウスがあります。Warehouse1にはschemaA、schemaB、schemaCという名前の3つのスキーマが含まれています。User1という名前のユーザーがschemaA内のテーブルのみを切​​り捨てられるようにする必要があります。
T-SQLステートメントをどのように完成させるべきですか?回答するには、回答欄で適切なオプションを選択してください。
注:正解ごとに1ポイントが加算されます。

Reveal Solution  Discussion  0

Correct Answer:


Explanation:

GRANT ALTER ON SCHEMA::schemaA TO User1;
The ALTER permission allows a user to modify the schema of an object, and granting ALTER on a schema will allow the user to perform operations like TRUNCATE TABLE on any object within that schema. It is the correct permission to grant to User1 for truncating tables in schemaA.
References =
GRANT Schema Permissions
Permissions That Can Be Granted on a Schema

Question #5

Workspace1 という名前の Fabric ワークスペースと Azure SQL データベースがあります。
データベースからデータを読み取り、内部結合を実行してデータを変換するデータフローを作成する予定です。内部結合を実行するときは、値内のスペースを無視する必要があります。ソリューションでは、開発の労力を最小限に抑える必要があります。どうすればよいでしょうか。

  • A. あいまい一致を使用してクエリを追加します。
  • B. ルックアップ テーブルを使用してクエリをマージします。
  • C. ルックアップ テーブルを使用してクエリを追加します。
  • D. あいまい一致を使用してクエリをマージします。
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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