DP-800 Interactive Questions & New DP-800 Test Topics

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| Section | Weight | Objectives |
|---|
| Topic 1: Implement AI capabilities in database solutions | 25-30% | - Use AI-assisted development tools
- 1. Leverage AI tools for T-SQL development
- 2. Validate and test AI-enhanced solutions
- Build intelligent search and retrieval
- 1. Design and implement embedding pipelines
- 2. Optimize search performance and relevance
- 3. Implement semantic search and RAG patterns
- Integrate AI models and services
- 1. Integrate with Azure AI services and Microsoft Foundry
- 2. Create and manage external models
- 3. Implement vector data and embeddings
|
| Topic 2: Secure, optimize, and deploy database solutions | 35-40% | - Deploy and maintain solutions
- 1. Manage updates and versioning
- 2. Implement CI/CD for databases
- 3. Deploy across SQL Server, Azure SQL, and Microsoft Fabric
- Optimize performance and reliability
- 1. Optimize queries and indexes
- 2. Ensure high availability and disaster recovery
- 3. Monitor and troubleshoot performance
- Secure database solutions
- 1. Implement compliance and auditing
- 2. Implement authentication and authorization
- 3. Protect data at rest and in transit
|
| Topic 3: Design and develop database solutions | 35-40% | - Design database solutions
- 1. Design for maintainability and DevOps integration
- 2. Design solutions for structured and semi-structured data
- 3. Design for scalability and performance
- Develop database solutions
- 1. Write and optimize T-SQL code
- 2. Implement data integration and transformation
- 3. Implement database objects and structures
|
>> DP-800 Interactive Questions <<
New DP-800 Test Topics & DP-800 Dumps Torrent
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Microsoft Developing AI-Enabled Database Solutions Sample Questions (Q25-Q30):
NEW QUESTION # 25
Which service enables natural language querying over SQL data?
- A. Azure Data Factory
- B. Azure Synapse Analytics
- C. Azure OpenAI Service
- D. Azure Blob Storage
Answer: C
Explanation:
Azure OpenAI Service allows users to query structured SQL data using natural language via LLMs.
NEW QUESTION # 26
Which data type is used to store vector embeddings in SQL?
- A. NVARCHAR
- B. INT
- C. DATE
- D. VARBINARY / VECTOR
Answer: D
Explanation:
Embeddings are stored as arrays or binary/vector types depending on SQL engine support.
NEW QUESTION # 27
Drag and Drop Question
You have an Azure SQL database that contains a table named dbo.Orders.
You have an application that calls a stored procedure named dbo.usp_CreateOrder to insert rows into dbo.Orders.
When an insert fails, the application receives inconsistent error details.
You need to implement error handling to ensure that any failures inside the procedure abort the transaction and return a consistent error to the caller.
How should you complete the stored procedure? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

NEW QUESTION # 28
You need to meet the development requirements for the FeedbackJson column How should you complete the Transact SQL query? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

Explanation:
JSON_VALUE(f.FeedbackJson, ' $.text ' ) AS FeedbackText
CONTAINS(FeedbackJson, @Keyword)
SimilarityScore
These three selections are the correct way to complete the query because they align exactly with the stated requirements for the FeedbackJson column.
First, to extract the customer feedback text from the JSON document , the correct expression is JSON_VALUE(f.FeedbackJson, ' $.text ' ) AS FeedbackText . Microsoft documents that JSON_VALUE is used to extract a scalar value from JSON, while JSON_QUERY is used for returning an object or array .
Since $.text is the textual feedback string, JSON_VALUE is the correct function.
Second, to filter rows where the JSON text contains a keyword , the best choice is CONTAINS (FeedbackJson, @Keyword) . The scenario explicitly states that FeedbackJson already has a full-text index
, and Microsoft documents that CONTAINS is the full-text predicate used in the WHERE clause to search full-text indexed character data. That makes it more appropriate than using EDIT_DISTANCE for keyword filtering.
Third, to order the results by similarity score, highest first , the correct item is SimilarityScore in the ORDER BY clause, which would be paired with DESC in the query. This matches the requirement to sort by the computed fuzzy similarity value. The DP-800 study guide specifically includes writing queries that use fuzzy string matching functions such as EDIT_DISTANCE, which supports the earlier computed SimilarityScore expression in the query.
NEW QUESTION # 29
You have an Azure SQL database named SalesDB that contains a table named dbo.Articles.
dbo.Articles contains two million articles with embeddings. The articles are updated frequently throughout the day.
You query the embeddings by using VECTOR_SEARCH.
Users report that semantic search results do NOT reflect the updates until the following day.
You need to ensure that the embeddings are updated whenever the articles change. The solution must minimize CPU usage on SalesDB.
Which embedding maintenance method should you implement?
- A. Modify the query to use VECTOR_DISTANCE instead of VECTOR_SEARCH.
- B. Enable change data capture (CDC) on dbo.Articles and use an Azure Functions app to process CDC changes.
- C. Run an hourly Transact-SQL job that regenerates embeddings for all the rows in dbo.Articles.
- D. On dbo.Articles, create a trigger that calls AI_GENERATE_EMBEDDINGS for each inserted or updated row.
Answer: B
Explanation:
This setup is a solid way to bridge the gap between your SQL updates and your vector index. By using CDC (Change Data Capture), you avoid the heavy lifting of scanning the entire table for changes, which keeps your database CPU overhead low.
To make this work efficiently within the Azure Functions app, you'll typically want to:
Batch the updates: Instead of triggering a function for every single row change, process small batches of CDC records to reduce the number of calls to your embedding model (like OpenAI).
Use an Upsert logic: In your function, ensure the code handles both new inserts and updates by overwriting the existing embedding for a specific Article ID in the database.
Implement a "Cool-down" or Timer: If the "frequent updates" happen in bursts, you can use an Azure Service Bus or Storage Queue between the CDC process and the Function to smooth out the processing load.
Reference:
https://fivetran.com/docs/connectors/databases/troubleshooting/log-based-cdc-impact
NEW QUESTION # 30
......
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