DP-700模擬問題 & DP-700受験対策解説集

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Microsoft DP-700 Exam Overview:

Certification Vendor:	Microsoft
Exam Name:	Implementing Data Engineering Solutions Using Microsoft Fabric
Exam Number:	DP-700
Passing Score:	700 (scaled score 100–1000)
Related Certifications:	Microsoft Certified: Azure Data Engineer Associate Microsoft Certified: Power BI Data Analyst Associate
Available Languages:	Japanese, German, Portuguese (Brazil), Spanish, English, Chinese (Simplified), French, Korean
Certificate Validity Period:	1 year
Exam Price:	$165 USD
Exam Duration:	100 minutes
Exam Format:	Case studies, Multiple select, Scenario-based, Multiple choice, Interactive items
Real Exam Qty:	50–60
Recommended Training:	Microsoft Learn: Implementing Data Engineering Solutions Using Microsoft Fabric Microsoft Fabric Documentation
Exam Registration:	Microsoft Official Exam Registration Pearson VUE Registration
Sample Questions:	Microsoft DP-700 Sample Questions
Exam Way:	Online proctored or onsite testing center
Pre Condition:	No mandatory prerequisites; recommended experience with data integration, transformation, SQL, PySpark, KQL, and Microsoft Fabric
Official Syllabus URL:	https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/dp-700

>> DP-700模擬問題 <<

DP-700受験対策解説集 & DP-700 PDF

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Microsoft DP-700 認定試験の出題範囲：

トピック	出題範囲
トピック 1	データの取り込みと変換：このセクションでは、データエンジニアのスキル、特にデータ読み込みパターンの設計と実装能力を評価します。特に、多次元モデルへの読み込みのためのデータ準備、バッチおよびストリーミングデータの取り込み処理、そして様々な手法を用いたデータ変換能力に重点が置かれます。評価対象となるスキルの一つは、データ品質を確保するために適切な変換手法を適用することです。
トピック 2	分析ソリューションの監視と最適化：このセクションでは、Microsoft Fabric の分析ソリューションのさまざまなコンポーネントを監視するデータアナリストのスキルを評価します。データの取り込み、変換プロセス、セマンティックモデルの更新を追跡し、エラー解決のためのアラートを設定することに重点が置かれます。評価対象となるスキルの一つは、分析ワークフローにおけるパフォーマンスのボトルネックを特定することです。
トピック 3	分析ソリューションの実装と管理：このセクションでは、Microsoft Fabric における様々なワークスペース設定の構成に関する Microsoft データアナリストのスキルを評価します。Spark やドメインワークスペースの構成を含む Microsoft Fabric ワークスペースの設定、ライフサイクル管理とバージョン管理の実装に重点が置かれます。評価対象となるスキルの一つに、分析ソリューションのデプロイメントパイプラインの作成があります。

Microsoft Implementing Data Engineering Solutions Using Microsoft Fabric 認定 DP-700 試験問題 (Q67-Q72):

質問 # 67
You have an Azure Data Lake Storage Gen2 account named storage1 and an Amazon S3 bucket named storage2.
You have the Delta Parquet files shown in the following table.

You have a Fabric workspace named Workspace1 that has the cache for shortcuts enabled. Workspace1 contains a lakehouse named Lakehouse1. Lakehouse1 has the following shortcuts:
A shortcut to ProductFile aliased as Products
A shortcut to StoreFile aliased as Stores
A shortcut to TripsFile aliased as Trips
The data from which shortcuts will be retrieved from the cache?

A. Products and Store only
B. Products only
C. Stores only
D. Products. Stores, and Trips
E. Trips and Stores only

正解：A

解説：
When the cache for shortcuts is enabled in Fabric, the data retrieval is governed by the caching behavior, which generally retains data for a specific period after it was last accessed. The data from the shortcuts will be retrieved from the cache if the data is stored in locations that support caching. Here ' s a breakdown based on the data ' s location:
Products: The ProductFile is stored in Azure Data Lake Storage Gen2 (storage1). Since Azure Data Lake is a supported storage system in Fabric and the file is relatively small (50 MB), this data is most likely cached and can be retrieved from the cache.
Stores: The StoreFile is stored in Amazon S3 (storage2), and even though it is stored in a different cloud provider, Fabric can cache data from Amazon S3 if caching is enabled. This data (25 MB) is likely cached and retrievable.
Trips: The TripsFile is stored in Amazon S3 (storage2) and is significantly larger (2 GB) compared to the other files. While Fabric can cache data from Amazon S3, the larger size of the file (2 GB) may exceed typical cache sizes or retention windows, causing this file to likely be retrieved directly from the source instead of the cache.

質問 # 68
HOTSPOT
You have a Fabric workspace that contains an eventstream named EventStream1.
You discover that an EventStream1 transformation fails.
You need to find the following error information:
The error details, including the occurrence time
The total number of errors
What should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

正解：

解説：

Explanation:

質問 # 69
You have a Fabric workspace that contains a warehouse named Warehouse1. Warehouse! contains a table named Customer. Customer contains the following data.

You have an internal Microsoft Entra user named User1 that has an email address of user1@contoso.com.
You need to provide User1 with access to the Customer table. The solution must prevent User1 from accessing the CreditCard column.
How should you complete the statement? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

正解：

解説：

Explanation:

質問 # 70
HOTSPOT
You have a Fabric workspace that contains an eventstream named EventStream1.
You discover that an EventStream1 transformation fails.
You need to find the following error information:
The error details, including the occurrence time
The total number of errors
What should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

正解：

解説：

質問 # 71
You have a Fabric workspace named Workspace1 that contains an Apache Spark job definition named Job1.
You have an Azure SQL database named Source1 that has public internet access disabled.
You need to ensure that Job1 can access the data in Source1.
What should you create?

A. a managed private endpoint
B. an integration runtime
C. a data management gateway
D. an on-premises data gateway

正解：A

解説：
To allow Job1 in Workspace1 to access an Azure SQL database (Source1) with public internet access disabled, you need to create a managed private endpoint. A managed private endpoint is a secure, private connection that enables services like Fabric (or other Azure services) to access resources such as databases, storage accounts, or other services within a virtual network (VNet) without requiring public internet access.
This approach maintains the security and integrity of your data while enabling access to the Azure SQL database.

質問 # 72
......

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