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NEW QUESTION 191
You have an on-premises Microsoft SQL Server 2019 server that hosts a database named DB1. You have an Azure subscription that contains an Azure SQL managed instance named SQLMI1 and a virtual network named VNET1. SQLMI1 resides on VNET1. The on-premises network connects to VNET1 by using an ExpressRoute connection. You plan to migrate DB1 to SQLMI1 by using Azure Database Migration Service. You need to configure VNET1 to support the migration. What should you do?

A.    Configure service endpoints.
B.    Configure virtual network peering.
C.    Deploy an Azure firewall.
D.    Configure network security groups (NSGs).

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NEW QUESTION 1
You are a Power Bl specialist at your organization. In your finance table, you have a column called margin, which is defined as ‘margin = revenue – cost of goods sold.’ In your company, there are several different ways people refer to margin. Some people call margin by other terms such as income, profit or profit margin. To use the Q&A feature successfully in your dashboard, you need to configure your dataset columns to enable users to type in variations for margin.
Solution: Add a detailed description of how you defined margin.
Does this solution meet the goal?

A.    Yes
B.    No

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NEW QUESTION 149
You need to perform hybrid transactional and analytical processing (HTAP) queries against Azure Cosmos DB data sources by using Azure Synapse Analytics. What should you use?

A.    Synapse pipelines.
B.    A Synapse SQL pool.
C.    Synapse Link.
D.    Synapse Studio.

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NEW QUESTION 1
You have a container named container1 in an Azure Cosmos DB Core (SQL) API account. You need to make the contents of container1 available as reference data for an Azure Stream Analytics job.
Solution: You create an Azure Data Factory pipeline that uses Azure Cosmos DB Core (SQL) API as the input and Azure Blob Storage as the output.
Does this meet the goal?

A.    Yes
B.    No

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NEW QUESTION 301
You use Azure Machine Learning to train a model based on a dataset named dataset1. You define a dataset monitor and create a dataset named dataset2 that contains new data. You need to compare dataset1 and dataset2 by using the Azure Machine Learning SDK for Python. Which method of the DataDriftDetector class should you use?

A.    run
B.    get
C.    backfill
D.    update

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NEW QUESTION 205
You have an Azure Data Factory pipeline that performs an incremental load of source data to an Azure Data Lake Storage Gen2 account. Data to be loaded is identified by a column named LastUpdatedDate in the source table. You plan to execute the pipeline every four hours. You need to ensure that the pipeline execution meets the following requirements:
– Automatically retries the execution when the pipeline run fails due to concurrency or throttling limits.
– Supports backfilling existing data in the table.
Which type of trigger should you use?

A.    event
B.    on-demand
C.    schedule
D.    tumbling window

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NEW QUESTION 271
You have been tasked with employing a machine learning model, which makes use of a PostgreSQL database and needs GPU processing, to forecast prices. You are preparing to create a virtual machine that has the necessary tools built into it. You need to make use of the correct virtual machine type.
Recommendation: You make use of a Geo AI Data Science Virtual Machine (Geo-DSVM) Windows edition.
Will the requirements be satisfied?

A.    Yes
B.    No

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NEW QUESTION 120
You are building an AI-based app. You need to ensure that the app uses the principles for responsible AI. Which two principles should you follow? (Each correct answer presents part of the solution. Choose two.)

A.    Implement an Agile software development methodology.
B.    Implement a process of AI model validation as part of the software review process.
C.    Establish a risk governance committee that includes members of the legal team, members of the risk management team, and a privacy officer.
D.    Prevent the disclosure of the use of AI-based algorithms for automated decision making.

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NEW QUESTION 91
You have an Azure Cognitive Search service. During the past 12 months, query volume steadily increased. You discover that some search query requests to the Cognitive Search service are being throttled. You need to reduce the likelihood that search query requests are throttled.
Solution: You add indexes.
Does this meet the goal?

A.    Yes
B.    No