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Microsoft DP-800 - Developing AI-Enabled Database Solutions

Last Update May 06, 2026

Microsoft Certification Exams Pack

Everything from Basic, plus:
  • Exam Name: Developing AI-Enabled Database Solutions
  • 61 Questions Answers with Explanation Detail
  • Total Questions: 61 Q&A's
  • Single Choice Questions: 34 Q&A's
  • Multiple Choice Questions: 3 Q&A's
  • Hotspot Questions: 15 Q&A's
  • Drag Drop Questions: 9 Q&A's


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Total Questions: 61
Free Practice Questions: 18

You have an Azure SQL database that contains tables named dbo.ProduetDocs and dbo.ProductuocsEnbeddings. dbo.ProductOocs contains product documentation and the following columns:

• Docld (int)

• Title (nvdrchdr(200))

• Body (nvarthar(max))

• LastHodified (datetime2)

The documentation is edited throughout the day. dbo.ProductDocsEabeddings contains the following columns:

• Dotid (int)

• ChunkOrder (int)

• ChunkText (nvarchar(aax))

• Embedding (vector(1536))

The current embedding pipeline runs once per night

Vou need to ensure that embeddings are updated every time the underlying documentation content changes The solution must NOT ' equire a nightly batch process.

What should you include in the solution?

Options:

A.

fixed-size chunking

B.

a smaller embedding model

C.

table triggers

D.

change tracking on dbo.ProductDocs

Answer
D
Explanation

The requirement is to ensure embeddings are updated every time the underlying content changes without relying on a nightly batch job. The right design is to enable change tracking on the source table so an external process can identify which rows changed and regenerate embeddings only for those rows. Microsoft documents that change detection mechanisms are used to pick up new and updated rows incrementally , which is the right pattern when you need near-continuous refresh instead of full nightly rebuilds.

This is better than:

    A. fixed-size chunking , which affects chunk strategy but not change detection.

    B. a smaller embedding model , which affects model cost/latency but not update triggering.

    C. table triggers , which would push embedding-maintenance logic directly into write operations and is generally not the best design for AI-processing pipelines. The question specifically asks for a solution that replaces the nightly batch requirement, not one that performs heavyweight work inline during every transaction.

You have a Microsoft SQL Servei 2025 database that contains a table named dbo.Customer-Messages, dbo. Customer-Messages contains two columns named HessagelD (int) and MessageRaw (nvarchar(iux)).

MessageRaw can contain a phone number in multiple formats. and some rows do NOT contain a phone number. You need to write a single SELECT query that meets the following requirements:

• The query must return Message ID, RawNumber. DigitsOnly, and PhoneStatus.

• RawNumber must contain the first substring that matches a phone-number pattern, or NULL if no match exists.

• DigitsOnly must remove all non-digit characters from RawNumber. or return NULL.

• PhoneStatus must return Valid when a phone number exists in MessageRaw. otherwise return Missing.

How should you complete the Transact-SQL query? lo 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.

Question # 2

Options:

Answer
Answer: Answer # 2
Explanation

2

The correct drag-and-drop mapping is based on the documented behavior of the new SQL regular expression functions.

For RawNumber , the requirement is to return the first substring in MessageRaw that matches the phone-number pattern, or NULL if nothing matches. That is exactly what REGEXP_SUBSTR does: it extracts the matched substring from the source text. Microsoft documents REGEXP_SUBSTR as the function that “extracts parts of a string based on a regular expression pattern” and returns the matched occurrence.

For DigitsOnly , you first need the matched phone substring, then remove all non-digit characters from it. The correct combined expression is REGEXP_REPLACE( REGEXP_SUBSTR( so the matched substring is passed into REGEXP_REPLACE, which strips characters matching \D. Microsoft documents REGEXP_REPLACE as returning a modified source string with matching patterns replaced. Using it around REGEXP_SUBSTR satisfies the “digits only or NULL” requirement in one select expression.

For PhoneStatus , the requirement is simply to return Valid when a phone number exists and Missing otherwise. That is a Boolean test, so REGEXP_LIKE is the right function. Microsoft documents REGEXP_LIKE as returning a Boolean value indicating whether the input matches the regex pattern.

You have an Azure SQL database that contains a column named Notes.

A security review discovers that Notes contains sensitive data.

You need to ensure that the data is protected so that neither the stored values nor the query inputs reveal information about the actual data. The solution must prevent a user from inferring relationships or repetitions in the data based on the encrypted output

Which should you use?

Options:

A.

Always Encrypted with secure enclaves

B.

Always Encrypted with randomized encryption

C.

row-level security < RLS)

D.

Always Encrypted with deterministic encryption

Answer
B
Explanation

The requirement says the stored values and query inputs must both be protected, and users must not be able to infer relationships or repetitions in the data from the encrypted output. Microsoft documents that deterministic encryption always produces the same ciphertext for the same plaintext , which allows equality comparisons but also leaks patterns. By contrast, randomized encryption produces a different encrypted value each time for the same plaintext, which improves security and prevents pattern analysis based on repeated ciphertext values.

That makes randomized encryption the right choice here:

    It protects data at rest and in transit/query parameters under Always Encrypted’s client-side encryption model.

    It prevents attackers from learning that the same plaintext value appears repeatedly, because repeated inputs do not produce repeated ciphertext.

Why the other options are wrong:

    A. Always Encrypted with secure enclaves adds richer confidential query support, but the key protection property the question is testing is the encryption type. The requirement to prevent inference from repeated ciphertext points specifically to randomized encryption .

    C. RLS controls row access, not value confidentiality.

    D. Deterministic encryption allows equality-based operations but leaks repetition patterns, which the question explicitly forbids.

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Microsoft DP-800 FAQ'S

Find answers to the most common questions about the Microsoft DP-800 exam, including what it is, how to prepare, and how it can boost your career.

The Microsoft DP-800 certification is a globally-acknowledged credential that is awarded to candidates who pass this certification exam by obtaining the required passing score. This credential attests and validates the candidates' knowledge and hands-on skills in domains covered in the Microsoft DP-800 certification syllabus. The Microsoft DP-800 certified professionals with their verified proficiency and expertise are trusted and welcomed by hiring managers all over the world to perform leading roles in organizations. The success in Microsoft DP-800 certification exam can be ensured only with a combination of clear knowledge on all exam domains and securing the required practical training. Like any other credential, Microsoft DP-800 certification may require periodic renewal to stay current with new innovations in the concerned domains.

The Microsoft DP-800 is a valuable career booster that levels up your profile with the distinction of validated competency awarded by a renowned organization. Often rated as a dream cert by several ambitious professionals, the Microsoft DP-800 certification ensures you an immensely rewarding career trajectory. With this cert, you fulfill the eligibility criterion for advance level certifications and build an outstanding career pyramid. With the tangible proof of your expertise, the Microsoft DP-800 certification provide you with new job opportunities or promotions and enhance your regular income.

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In today's competitive world, the Microsoft DP-800 certification is a ladder of success and a means of distinguishing your expertise over the non-certified peers. In addition to this, the Microsoft DP-800 certified professionals enjoy more credibility and visibility in the job market for their candidature. This distinction accelerates career growth allowing the certified professionals to secure their dream job roles in enterprises of their choice. This industry-recognized credential is always attractive to employers and the professionals having it are paid well with an instant 15-20% increase in salaries. These are the reasons that make Microsoft DP-800 certification a trending credential worldwide.