Microsoft Azure AI Engineer Associate [AI-102] Exam Questions | Designing and Implementing a Microsoft Azure AI Solution

In this blog, we are going to cover Microsoft Azure AI Engineer Associate Exam Questions that give you an idea and understanding that generally what type of questions are asked in Exam AI-102: Designing and Implementing a Microsoft Azure AI Solution.

According to reports, the global artificial intelligence market size is expected to reach $𝟏𝟔𝟗,𝟒𝟏𝟏.𝟖 𝐦𝐢𝐥𝐥𝐢𝐨𝐧 𝐢𝐧 𝟐𝟎𝟐𝟓, from $4,065.0 million in 2016 growing at a CAGR of 55.6% from 2018 to 2025. Artificial intelligence has been one of the fastest-growing technologies in recent years.

If you are preparing for the Microsoft Azure AI Engineer Associate Certification, the following AI-102 exam question & answer mentioned in this blog will give you a first-hand idea of the type of AI-102 exam questions that may appear in the final certification exam. You get to test your exam readiness by attending these Microsoft Azure AI Engineer Associate Exam Questions for AI-102 Certification.

Microsoft Azure AI Engineer Associate Exam Questions 

𝐐𝟏. 𝐀 𝐜𝐨𝐦𝐩𝐚𝐧𝐲 𝐮𝐬𝐢𝐧𝐠 𝐭𝐫𝐚𝐝𝐢𝐭𝐢𝐨𝐧𝐚𝐥 𝐨𝐧𝐥𝐢𝐧𝐞 𝐚𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐚𝐥 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 𝐢𝐬 𝐩𝐞𝐫𝐟𝐨𝐫𝐦𝐢𝐧𝐠 𝐚𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 𝐭𝐨 𝐢𝐝𝐞𝐧𝐭𝐢𝐟𝐲 𝐟𝐫𝐚𝐮𝐝𝐮𝐥𝐞𝐧𝐭 𝐦𝐨𝐛𝐢𝐥𝐞 𝐜𝐚𝐥𝐥𝐬. 𝐇𝐨𝐰𝐞𝐯𝐞𝐫, 𝐭𝐡𝐞 𝐭𝐫𝐚𝐝𝐢𝐭𝐢𝐨𝐧𝐚𝐥 𝐚𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐚𝐥 𝐬𝐲𝐬𝐭𝐞𝐦 𝐢𝐬 𝐭𝐚𝐤𝐢𝐧𝐠 𝐥𝐨𝐧𝐠 𝐡𝐨𝐮𝐫𝐬 𝐭𝐨 𝐩𝐞𝐫𝐟𝐨𝐫𝐦 𝐭𝐡𝐞 𝐝𝐚𝐭𝐚 𝐭𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦𝐚𝐭𝐢𝐨𝐧 𝐚𝐧𝐝 𝐝𝐚𝐭𝐚 𝐚𝐧𝐚𝐥𝐲𝐬𝐢𝐬. 𝐄𝐯𝐞𝐧𝐭𝐮𝐚𝐥𝐥𝐲, 𝐭𝐡𝐞 𝐢𝐝𝐞𝐧𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐨𝐟 𝐟𝐫𝐚𝐮𝐝 𝐜𝐚𝐥𝐥𝐬 𝐢𝐬 𝐜𝐨𝐬𝐭-𝐢𝐧𝐞𝐟𝐟𝐢𝐜𝐢𝐞𝐧𝐭 𝐚𝐧𝐝 𝐢𝐬 𝐭𝐚𝐤𝐢𝐧𝐠 𝐦𝐮𝐜𝐡 𝐦𝐨𝐫𝐞 𝐭𝐢𝐦𝐞.

𝐖𝐡𝐢𝐜𝐡 𝐨𝐟 𝐭𝐡𝐞 𝐛𝐞𝐥𝐨𝐰 𝟐 𝐟𝐮𝐥𝐥𝐲 𝐦𝐚𝐧𝐚𝐠𝐞𝐝 𝐀𝐳𝐮𝐫𝐞 𝐬𝐞𝐫𝐯𝐢𝐜𝐞𝐬 𝐜𝐚𝐧 𝐡𝐞𝐥𝐩 𝐭𝐡𝐞 𝐜𝐨𝐦𝐩𝐚𝐧𝐲 𝐫𝐞𝐝𝐮𝐜𝐞 𝐭𝐡𝐞 𝐜𝐨𝐬𝐭 𝐟𝐨𝐫 𝐝𝐚𝐭𝐚 𝐢𝐧𝐠𝐞𝐬𝐭𝐢𝐨𝐧 𝐚𝐧𝐝 𝐞𝐯𝐞𝐧𝐭𝐮𝐚𝐥𝐥𝐲 𝐩𝐞𝐫𝐟𝐨𝐫𝐦 𝐫𝐞𝐚𝐥-𝐭𝐢𝐦𝐞 𝐚𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬?

1. Event Hub
2. Azure Machine Learning
3. HDInsight
4. Azure Functions
5. Stream Analytics

𝐂𝐨𝐫𝐫𝐞𝐜𝐭 𝐀𝐧𝐬𝐰𝐞𝐫𝐬: 𝟏 𝐚𝐧𝐝 𝟓

𝐄𝐱𝐩𝐥𝐚𝐧𝐚𝐭𝐢𝐨𝐧:

• Option 1 is CORRECT. Event hubs could be used for data ingestion. The source system can send the phone call data to the Event hub instance.
• Option 2 is INCORRECT. Azure ML helps us in building and deploying ML models.
• Option 3 is INCORRECT. Azure HDInsight is an Open Source service that helps perform analytics. HDInsight helps by processing huge amounts of data (Streaming/Historical).
• Option 4 is INCORRECT. Azure functions to eliminate the need for infra provisioning and management. Hence lets developers concentrate on development. Azure functions enable the running of code triggered by events defined. The azure function is not an apt choice to perform real-time analytics on streaming data.
• Option 5 is CORRECT. Stream analytics can be used to perform real-time analytics on streaming data.

Read: Microsoft Azure Certification Path

𝐐𝟐. 𝐖𝐡𝐢𝐜𝐡 𝐨𝐟 𝐭𝐡𝐞 𝐜𝐨𝐠𝐧𝐢𝐭𝐢𝐯𝐞 𝐒𝐞𝐫𝐯𝐢𝐜𝐞 𝐀𝐏𝐈 𝐰𝐨𝐮𝐥𝐝 𝐡𝐞𝐥𝐩 𝐢𝐧:

• 𝐒𝐜𝐚𝐧𝐧𝐢𝐧𝐠 𝐭𝐞𝐱𝐭 𝐭𝐨 𝐢𝐝𝐞𝐧𝐭𝐢𝐟𝐲 𝐩𝐞𝐫𝐬𝐨𝐧𝐚𝐥 𝐝𝐚𝐭𝐚
• 𝐔𝐬𝐢𝐧𝐠 𝐚 𝐜𝐮𝐬𝐭𝐨𝐦 𝐥𝐢𝐬𝐭 𝐢𝐧-𝐥𝐢𝐧𝐞 𝐰𝐢𝐭𝐡 𝐜𝐨𝐧𝐭𝐞𝐧𝐭 𝐩𝐨𝐥𝐢𝐜𝐢𝐞𝐬 𝐭𝐨 𝐛𝐥𝐨𝐜𝐤 𝐨𝐫 𝐚𝐥𝐥𝐨𝐰 𝐜𝐨𝐧𝐭𝐞𝐧𝐭.

1. Computer Vision
2. Text Analytics
3. Text Protector
4. Content Moderator

𝐂𝐨𝐫𝐫𝐞𝐜𝐭 𝐀𝐧𝐬𝐰𝐞𝐫: 𝟒

𝐄𝐱𝐩𝐥𝐚𝐧𝐚𝐭𝐢𝐨𝐧:

• Option 1 is INCORRECT. Computer Vision service provides capabilities for image processing and capturing required associated information.
• Option 2 is INCORRECT. Text Analytics cognitive service performs sentiment analysis, language detection, and key phrase extraction over text by NLP.
• Option 3 is INCORRECT. Text Protector is an invalid service.
• Option 4 is CORRECT. Moderation API is included in the content moderator service and helps check materials content for potential inappropriateness or objectionability.

𝐐𝟑. 𝐖𝐡𝐢𝐜𝐡 𝐨𝐟 𝐭𝐡𝐞 𝐛𝐞𝐥𝐨𝐰 𝐜𝐨𝐠𝐧𝐢𝐭𝐢𝐯𝐞 𝐬𝐞𝐫𝐯𝐢𝐜𝐞 𝐢𝐬 𝐍𝐎𝐓 𝐚 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐂𝐨𝐠𝐧𝐢𝐭𝐢𝐯𝐞 𝐒𝐞𝐫𝐯𝐢𝐜𝐞 𝐨𝐟𝐟𝐞𝐫𝐢𝐧𝐠 𝐟𝐫𝐨𝐦 𝐀𝐳𝐮𝐫𝐞?

1. Immersive reader
2. Language Understanding
3. QnA Maker
4. Text Analytics
5. Speech Service
6. Translator

𝐂𝐨𝐫𝐫𝐞𝐜𝐭 𝐀𝐧𝐬𝐰𝐞𝐫: 𝟓

𝐄𝐱𝐩𝐥𝐚𝐧𝐚𝐭𝐢𝐨𝐧:

• Option 1 is INCORRECT. Immersive Reader is a language cognitive service.
• Option 2 is INCORRECT. Language Understanding is a language cognitive service.
• Option 3 is INCORRECT. QnA maker is a language cognitive service.
• Option 4 is INCORRECT. Text Analytics is a language cognitive service.
• Option 5 is CORRECT. Speech Service is NOT a language cognitive service. Speech Service is a Speech cognitive service.
• Option 6 is INCORRECT. A translator is a language cognitive service.

𝐐𝟒. 𝐀𝐳𝐮𝐫𝐞 𝐅𝐨𝐫𝐦 𝐑𝐞𝐜𝐨𝐠𝐧𝐢𝐳𝐞𝐫 𝐞𝐧𝐚𝐛𝐥𝐞𝐬 𝐲𝐨𝐮 𝐭𝐨 𝐛𝐮𝐢𝐥𝐝 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐞𝐝 𝐝𝐚𝐭𝐚 𝐩𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠 𝐬𝐨𝐟𝐭𝐰𝐚𝐫𝐞 𝐮𝐬𝐢𝐧𝐠 𝐦𝐚𝐜𝐡𝐢𝐧𝐞 𝐥𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐭𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐲. 𝐘𝐨𝐮 𝐜𝐚𝐧 𝐮𝐬𝐞 𝐭𝐡𝐞 𝐏𝐫𝐞𝐛𝐮𝐢𝐥𝐭 𝐑𝐞𝐜𝐞𝐢𝐩𝐭 𝐦𝐨𝐝𝐞𝐥 𝐨𝐟 𝐅𝐨𝐫𝐦 𝐑𝐞𝐜𝐨𝐠𝐧𝐢𝐳𝐞𝐫 𝐟𝐨𝐫 𝐫𝐞𝐚𝐝𝐢𝐧𝐠 𝐬𝐚𝐥𝐞𝐬 𝐫𝐞𝐜𝐞𝐢𝐩𝐭𝐬 𝐢𝐧 𝐄𝐧𝐠𝐥𝐢𝐬𝐡.

𝐑𝐞𝐯𝐢𝐞𝐰 𝐭𝐡𝐞 𝐜𝐡𝐨𝐢𝐜𝐞𝐬 𝐠𝐢𝐯𝐞𝐧 𝐛𝐞𝐥𝐨𝐰 𝐚𝐧𝐝 𝐬𝐞𝐥𝐞𝐜𝐭 𝐭𝐡𝐫𝐞𝐞 𝐜𝐡𝐨𝐢𝐜𝐞𝐬 𝐟𝐨𝐫 𝐰𝐡𝐢𝐜𝐡 𝐭𝐡𝐞 𝐏𝐫𝐞𝐛𝐮𝐢𝐥𝐭 𝐑𝐞𝐜𝐞𝐢𝐩𝐭 𝐦𝐨𝐝𝐞𝐥 𝐨𝐟 𝐅𝐨𝐫𝐦 𝐑𝐞𝐜𝐨𝐠𝐧𝐢𝐳𝐞𝐫 𝐜𝐚𝐧 𝐞𝐱𝐭𝐫𝐚𝐜𝐭 𝐟𝐢𝐞𝐥𝐝 𝐢𝐧𝐟𝐨𝐫𝐦𝐚𝐭𝐢𝐨𝐧:

1. Quantity
2. Discount
3. PaymentMethod
4. ReceiptType
5. MerchantAddress

𝐂𝐨𝐫𝐫𝐞𝐜𝐭 𝐀𝐧𝐬𝐰𝐞𝐫𝐬: 𝟏, 𝟒 𝐚𝐧𝐝 𝟓

𝐄𝐱𝐩𝐥𝐚𝐧𝐚𝐭𝐢𝐨𝐧:

• Option 1 is correct because the Quantity of each item is extracted using the Prebuilt Receipt model of Form Recognizer for reading sales receipts in English.
• Option 2 is incorrect because the Discount field is not configured to extract field information using the Prebuilt Receipt model of Form Recognizer for reading sales receipts.
• Option 3 is incorrect because the PaymentMethod field is not configured to extract field information using the Prebuilt Receipt model of Form Recognizer for reading sales receipts.
• Option 4 is correct because the type of sales receipt is extracted using the Prebuilt Receipt model of Form Recognizer for reading sales receipts.
• Option 5 is correct because the listed address of the merchant is extracted using the Prebuilt Receipt model of Form Recognizer for reading sales receipts.

𝐐𝟓. 𝐘𝐨𝐮 𝐡𝐚𝐯𝐞 𝐚 𝐫𝐞𝐪𝐮𝐢𝐫𝐞𝐦𝐞𝐧𝐭 𝐭𝐨 𝐢𝐝𝐞𝐧𝐭𝐢𝐟𝐲 𝐚𝐧𝐝 𝐛𝐥𝐨𝐜𝐤 𝐕𝐢𝐝𝐞𝐨 𝐂𝐨𝐧𝐭𝐞𝐧𝐭 𝐭𝐡𝐚𝐭 𝐢𝐬 𝐟𝐨𝐮𝐧𝐝 𝐭𝐨 𝐡𝐚𝐯𝐞 𝐚𝐝𝐮𝐥𝐭 𝐜𝐨𝐧𝐭𝐞𝐧𝐭. 𝐘𝐨𝐮 𝐮𝐬𝐞 𝐕𝐢𝐝𝐞𝐨 𝐈𝐧𝐝𝐞𝐱𝐞𝐫 𝐨𝐫 𝐕𝐢𝐝𝐞𝐨 𝐚𝐧𝐚𝐥𝐲𝐳𝐞𝐫 𝐟𝐨𝐫 𝐌𝐞𝐝𝐢𝐚 𝐢𝐧 𝐀𝐳𝐮𝐫𝐞 𝐟𝐨𝐫 𝐭𝐡𝐢𝐬 𝐩𝐮𝐫𝐩𝐨𝐬𝐞. 𝐖𝐡𝐢𝐜𝐡 𝐞𝐥𝐞𝐦𝐞𝐧𝐭 𝐰𝐨𝐮𝐥𝐝 𝐲𝐨𝐮 𝐜𝐡𝐨𝐨𝐬𝐞 𝐭𝐨 𝐠𝐞𝐭 𝐭𝐡𝐞 𝐫𝐞𝐪𝐮𝐢𝐫𝐞𝐝 𝐢𝐧𝐬𝐢𝐠𝐡𝐭𝐬 𝐢𝐧 𝐭𝐡𝐞 𝐯𝐢𝐝𝐞𝐨 𝐚𝐧𝐝 𝐭𝐢𝐦𝐞 𝐫𝐚𝐧𝐠𝐞𝐬 𝐭𝐡𝐚𝐭 𝐬𝐡𝐨𝐰 𝐭𝐡𝐞 𝐚𝐩𝐩𝐞𝐚𝐫𝐚𝐧𝐜𝐞 𝐨𝐟 𝐭𝐡𝐞𝐬𝐞 𝐢𝐧𝐬𝐢𝐠𝐡𝐭𝐬?

1. sentiments
2. visualContentModeration
3. emotions
4. shots

𝐂𝐨𝐫𝐫𝐞𝐜𝐭 𝐀𝐧𝐬𝐰𝐞𝐫: 𝟐

𝐄𝐱𝐩𝐥𝐚𝐧𝐚𝐭𝐢𝐨𝐧:

• Option 1 is incorrect because the sentiments aim to find the positive or negative sentiment in a given text. It is useful in situations like analyzing brand reviews. 
• Option 2 is correct because visual content moderation will provide the time ranges in the insights for the identified adult content. If there is no such content identified, you will get an empty response. Here is a quick example of the JSON response:
  “VisualContentModeration”:[

{
“id”: 0,
“adultScore”: 0.00069,
“racyScore”: 0.91129,
“instances”: [
{
“start”: “00:00:25.4840000”,
“end”: “00:00:25.5260000”
}
]
}
]

• Option 3 is incorrect because emotions aim to identify emotions such as fear and joy, based on speech or audio analysis.
• Option 4 is incorrect because shots are aimed at identifying the keyframes. They are not purposed to moderate the content of a video.

𝐐𝟔. 𝐀 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐞𝐫 𝐢𝐬 𝐰𝐨𝐫𝐤𝐢𝐧𝐠 𝐨𝐧 𝐛𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐚 “𝐃𝐞𝐞𝐩 𝐒𝐞𝐚𝐫𝐜𝐡 𝐀𝐈 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧” 𝐟𝐨𝐫 𝐚 𝐯𝐢𝐝𝐞𝐨 𝐥𝐢𝐛𝐫𝐚𝐫𝐲 𝐜𝐨𝐦𝐩𝐚𝐧𝐲. 𝐓𝐡𝐞 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧 𝐫𝐞𝐪𝐮𝐢𝐫𝐞𝐬 𝐢𝐧𝐬𝐢𝐠𝐡𝐭𝐬 𝐞𝐱𝐭𝐫𝐚𝐜𝐭𝐢𝐨𝐧 𝐟𝐫𝐨𝐦 𝐯𝐢𝐝𝐞𝐨 𝐭𝐨 𝐢𝐦𝐩𝐫𝐨𝐯𝐞 𝐭𝐡𝐞 𝐮𝐬𝐞𝐫 𝐯𝐢𝐝𝐞𝐨 𝐬𝐞𝐚𝐫𝐜𝐡𝐢𝐧𝐠 𝐞𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞. 𝐓𝐡𝐞 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧 𝐚𝐥𝐬𝐨 𝐫𝐞𝐪𝐮𝐢𝐫𝐞𝐬 𝐞𝐧𝐚𝐛𝐥𝐢𝐧𝐠 𝐮𝐬𝐞𝐫𝐬 𝐭𝐨 “𝐜𝐫𝐞𝐚𝐭𝐞 𝐜𝐨𝐧𝐭𝐞𝐧𝐭 𝐟𝐨𝐫 𝐬𝐨𝐜𝐢𝐚𝐥 𝐦𝐞𝐝𝐢𝐚” 𝐛𝐚𝐬𝐞𝐝 𝐨𝐧 𝐭𝐡𝐞 𝐢𝐧𝐬𝐢𝐠𝐡𝐭𝐬 𝐟𝐫𝐨𝐦 𝐭𝐡𝐞𝐢𝐫 𝐯𝐢𝐝𝐞𝐨𝐬.

𝐖𝐡𝐢𝐜𝐡 𝐀𝐳𝐮𝐫𝐞 𝐜𝐨𝐠𝐧𝐢𝐭𝐢𝐯𝐞 𝐬𝐞𝐫𝐯𝐢𝐜𝐞 𝐬𝐡𝐨𝐮𝐥𝐝 𝐭𝐡𝐞 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐞𝐫 𝐮𝐬𝐞?

1. Face API
2. Computer vision
3. Video Indexer
4. Bing Video Search

𝐂𝐨𝐫𝐫𝐞𝐜𝐭 𝐀𝐧𝐬𝐰𝐞𝐫: 𝟑

𝐄𝐱𝐩𝐥𝐚𝐧𝐚𝐭𝐢𝐨𝐧:

• Option 1 is INCORRECT. Face API facilitates searching, identifying, and matching faces in a private repository. These actions could be done for up to 1 million people.
• Option 2 is INCORRECT. Computer vision helps in real-time video analysis, extraction of text automation, but will not be useful for the given scenario.
• Option 3 is CORRECT. Video indexer can be used to extract insights from videos and these insights could be used for:
  • Deep Search
  • Content Creation
  • Accessibility
  • Monetization
  • Recommendations
  • Content Moderations
• Option 4 is INCORRECT. Bing Video Search provides functionality to search video across the web and cannot help in building an AI solution as detailed in the scenario.

𝐐𝟕. 𝐀 𝐫𝐞𝐭𝐚𝐢𝐥 𝐩𝐡𝐚𝐫𝐦𝐚𝐜𝐲 𝐠𝐢𝐚𝐧𝐭 𝐨𝐩𝐞𝐫𝐚𝐭𝐢𝐧𝐠 𝐟𝐨𝐫 𝐭𝐡𝐞 𝐥𝐚𝐬𝐭 𝟖𝟎 𝐲𝐞𝐚𝐫𝐬 𝐚𝐧𝐝 𝐡𝐚𝐯𝐢𝐧𝐠 𝟐𝟎𝟎𝟎+ 𝐫𝐞𝐭𝐚𝐢𝐥 𝐬𝐭𝐨𝐫𝐞𝐬 𝐩𝐥𝐚𝐧𝐬 𝐭𝐨 𝐦𝐨𝐝𝐞𝐫𝐧𝐢𝐳𝐞 𝐢𝐭𝐬 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐭𝐨

• 𝐋𝐨𝐰𝐞𝐫 𝐓𝐂𝐎 𝐛𝐲 𝐦𝐨𝐯𝐢𝐧𝐠 𝐢𝐭𝐬 𝐨𝐧-𝐩𝐫𝐞𝐦𝐢𝐬𝐞𝐬 𝐝𝐚𝐭𝐚 𝐰𝐚𝐫𝐞𝐡𝐨𝐮𝐬𝐞 𝐟𝐨𝐫 𝐢𝐧𝐯𝐞𝐧𝐭𝐨𝐫𝐲 𝐦𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭 𝐭𝐨 𝐭𝐡𝐞 𝐜𝐥𝐨𝐮𝐝.
• 𝐄𝐧𝐬𝐮𝐫𝐞 𝐭𝐡𝐚𝐭 𝐚𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 𝐚𝐫𝐞 𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐞𝐝 𝐞𝐟𝐟𝐢𝐜𝐢𝐞𝐧𝐭𝐥𝐲 𝐚𝐧𝐝 𝐝𝐞𝐜𝐢𝐬𝐢𝐨𝐧-𝐦𝐚𝐤𝐢𝐧𝐠 𝐢𝐬 𝐢𝐦𝐩𝐫𝐨𝐯𝐞𝐝.
• 𝐓𝐡𝐞 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧 𝐜𝐚𝐧 𝐬𝐜𝐚𝐥𝐞 𝐨𝐧-𝐝𝐞𝐦𝐚𝐧𝐝.

𝐖𝐡𝐢𝐜𝐡 𝐀𝐳𝐮𝐫𝐞 𝐨𝐟𝐟𝐞𝐫𝐢𝐧𝐠 𝐜𝐚𝐧 𝐡𝐞𝐥𝐩 𝐲𝐨𝐮 𝐢𝐧 𝐬𝐞𝐭𝐭𝐢𝐧𝐠 𝐮𝐩 𝐚 𝐩𝐫𝐢𝐯𝐚𝐭𝐞 𝐜𝐨𝐧𝐧𝐞𝐜𝐭𝐢𝐨𝐧 𝐟𝐫𝐨𝐦 𝐨𝐧-𝐩𝐫𝐞𝐦 𝐭𝐨 𝐀𝐳𝐮𝐫𝐞?

1. Azure Databricks
2. Azure ConnectDirect
3. Azure Express route
4. Container Instances

𝐂𝐨𝐫𝐫𝐞𝐜𝐭 𝐀𝐧𝐬𝐰𝐞𝐫: 𝟑

𝐄𝐱𝐩𝐥𝐚𝐧𝐚𝐭𝐢𝐨𝐧:

• Option 1 is INCORRECT. Azure Databricks is an analytics service based on Apache Spark. It is an apt choice for performing analysis and transformation of data on the messages picked up from the IoT hub and eventually storing it in storage service. Databricks cannot be used to set up private connections from on-prem to Azure.
• Option 2 is INCORRECT. ConnectDirect is not an Azure offering. ConnectDirect is an AWS offering.
• Option 3 is CORRECT. Azure ExpressRoute can be used to set up private connections from on-prem to Azure.
• Option 4 is INCORRECT. Azure container instances facilitate faster development of apps by getting rid of the complexities of managing virtual machines.

𝐐𝟖. 𝐖𝐡𝐢𝐜𝐡 𝐨𝐟 𝐭𝐡𝐞 𝐛𝐞𝐥𝐨𝐰-𝐥𝐢𝐬𝐭𝐞𝐝 𝐭𝐨𝐨𝐥𝐬 𝐜𝐚𝐧 𝐍𝐎𝐓 𝐛𝐞 𝐮𝐬𝐞𝐝 𝐛𝐲 𝐮𝐬𝐞𝐫𝐬 𝐟𝐨𝐫 𝐩𝐞𝐫𝐟𝐨𝐫𝐦𝐢𝐧𝐠 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 𝐢𝐧 𝐀𝐳𝐮𝐫𝐞 𝐒𝐐𝐋 𝐄𝐝𝐠𝐞? (𝐒𝐞𝐥𝐞𝐜𝐭 𝟐)

1. Azure Portal
2. Azure IoT Edge SQL SDK
3. Azure Data Studio
4. SQL Server Management Studio
5. Azure CLI
6. Visual Studio Code

𝐂𝐨𝐫𝐫𝐞𝐜𝐭 𝐀𝐧𝐬𝐰𝐞𝐫𝐬: 𝟐 𝐚𝐧𝐝 𝟓

𝐄𝐱𝐩𝐥𝐚𝐧𝐚𝐭𝐢𝐨𝐧:

• Option 1 is INCORRECT. Users can use the Azure portal for performing development in Azure SQL Edge.
• Option 2 is CORRECT. This tool (Azure IoT edge SQL SDK) is not a valid tool.
• Option 3 is INCORRECT.  Users can use Azure Data Studio for performing development in Azure SQL Edge.
• Option 4 is INCORRECT. Users can use SQL Server Management Studio for performing development in Azure SQL Edge.
• Option 5 is CORRECT. Users cannot use Azure CLI for performing development in Azure SQL Edge.
• Option 6 is INCORRECT. Users can use Visual Studio Code for performing development in Azure SQL Edge.

𝐐𝟗. 𝐈𝐧 𝐀𝐳𝐮𝐫𝐞 𝐜𝐨𝐠𝐧𝐢𝐭𝐢𝐯𝐞 𝐬𝐞𝐚𝐫𝐜𝐡, 𝐚𝐧 𝐢𝐧𝐝𝐞𝐱𝐞𝐫 𝐟𝐨𝐫 𝐭𝐞𝐱𝐭 𝐜𝐨𝐧𝐭𝐞𝐧𝐭 𝐬𝐢𝐦𝐩𝐥𝐢𝐟𝐢𝐞𝐬 𝐭𝐡𝐞 𝐜𝐨𝐦𝐩𝐥𝐞𝐱 𝐩𝐫𝐨𝐜𝐞𝐬𝐬 𝐨𝐟 𝐥𝐨𝐚𝐝𝐢𝐧𝐠 𝐚𝐧 𝐢𝐧𝐝𝐞𝐱 𝐛𝐲 𝐩𝐫𝐨𝐯𝐢𝐝𝐢𝐧𝐠 𝐚 𝐦𝐞𝐜𝐡𝐚𝐧𝐢𝐬𝐦 𝐟𝐨𝐫 𝐜𝐨𝐧𝐧𝐞𝐜𝐭𝐢𝐧𝐠 𝐭𝐨 𝐚𝐧𝐝 𝐫𝐞𝐚𝐝𝐢𝐧𝐠 𝐭𝐞𝐱𝐭 𝐟𝐫𝐨𝐦 𝐟𝐢𝐞𝐥𝐝𝐬 𝐢𝐧 𝐚 𝐝𝐚𝐭𝐚 𝐬𝐨𝐮𝐫𝐜𝐞. 𝐈𝐭 𝐬𝐞𝐫𝐢𝐚𝐥𝐢𝐳𝐞𝐬 𝐭𝐡𝐚𝐭 𝐜𝐨𝐧𝐭𝐞𝐧𝐭 𝐚𝐬 𝐉𝐒𝐎𝐍 𝐝𝐨𝐜𝐮𝐦𝐞𝐧𝐭𝐬 𝐚𝐧𝐝 𝐡𝐚𝐧𝐝𝐬-𝐨𝐟𝐟 𝐭𝐡𝐨𝐬𝐞 𝐝𝐨𝐜𝐮𝐦𝐞𝐧𝐭𝐬 𝐭𝐨 𝐭𝐡𝐞 𝐬𝐞𝐚𝐫𝐜𝐡 𝐞𝐧𝐠𝐢𝐧𝐞 𝐟𝐨𝐫 𝐢𝐧𝐝𝐞𝐱𝐢𝐧𝐠.

𝐓𝐨 𝐜𝐫𝐞𝐚𝐭𝐞 𝐚𝐧 𝐢𝐧𝐝𝐞𝐱𝐞𝐫 𝐟𝐨𝐫 𝐭𝐞𝐱𝐭 𝐜𝐨𝐧𝐭𝐞𝐧𝐭, 𝐰𝐡𝐚𝐭 𝐚𝐫𝐞 𝐭𝐡𝐞 𝐫𝐞𝐪𝐮𝐢𝐫𝐞𝐝 𝐩𝐫𝐨𝐩𝐞𝐫𝐭𝐢𝐞𝐬 𝐭𝐡𝐚𝐭 𝐲𝐨𝐮 𝐧𝐞𝐞𝐝? (𝐬𝐞𝐥𝐞𝐜𝐭 𝐭𝐡𝐫𝐞𝐞 𝐚𝐧𝐬𝐰𝐞𝐫 𝐜𝐡𝐨𝐢𝐜𝐞𝐬)

1. dataSourceName
2. searchIndexerClient
3. targetIndexName
4. name
5. fieldMappings

𝐂𝐨𝐫𝐫𝐞𝐜𝐭 𝐀𝐧𝐬𝐰𝐞𝐫𝐬: 𝟏, 𝟑 𝐚𝐧𝐝 𝟒

𝐄𝐱𝐩𝐥𝐚𝐧𝐚𝐭𝐢𝐨𝐧:

• Option 1 is correct because dataSourceName provides a string value for an existing data source.
• Option 2 is incorrect because searchIndexerClient is a method, not a property used while creating an index for text content.
• Option 3 is correct because targetIndexName provides a string value for the name of an existing index.
• Option 4 is correct because the name is the required property that provides string value to uniquely identify the indexer.
• Option 5 is incorrect because fieldMappings is an optional property while creating an indexer.

𝐐𝟏𝟎. 𝐈𝐧 𝐨𝐫𝐝𝐞𝐫 𝐭𝐨 𝐜𝐨𝐧𝐟𝐢𝐠𝐮𝐫𝐞 𝐚 𝐛𝐨𝐭 𝐭𝐨 𝐜𝐨𝐧𝐧𝐞𝐜𝐭 𝐭𝐨 𝐚 𝐬𝐩𝐞𝐜𝐢𝐟𝐢𝐜 𝐜𝐡𝐚𝐧𝐧𝐞𝐥, 𝐲𝐨𝐮 𝐞𝐱𝐞𝐜𝐮𝐭𝐞 𝐭𝐡𝐞 𝐟𝐨𝐥𝐥𝐨𝐰𝐢𝐧𝐠 𝐬𝐭𝐞𝐩𝐬 𝐢𝐧 𝐀𝐳𝐮𝐫𝐞:

• 𝐒𝐭𝐞𝐩 𝟏: 𝐋𝐨𝐠 𝐢𝐧 𝐭𝐨 𝐀𝐳𝐮𝐫𝐞 𝐏𝐨𝐫𝐭𝐚𝐥.
• 𝐒𝐭𝐞𝐩 𝟐: 𝐂𝐡𝐨𝐨𝐬𝐞 𝐭𝐡𝐞 𝐛𝐨𝐭 𝐟𝐨𝐫 𝐜𝐨𝐧𝐟𝐢𝐠𝐮𝐫𝐚𝐭𝐢𝐨𝐧.
• 𝐒𝐭𝐞𝐩 𝟑: 𝐈𝐧 𝐁𝐨𝐭 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭, 𝐬𝐞𝐥𝐞𝐜𝐭 𝐂𝐡𝐚𝐧𝐧𝐞𝐥𝐬.
• 𝐒𝐭𝐞𝐩 𝟒: 𝐒𝐞𝐥𝐞𝐜𝐭 𝐭𝐡𝐞 𝐫𝐞𝐪𝐮𝐢𝐫𝐞𝐝 𝐜𝐡𝐚𝐧𝐧𝐞𝐥 𝐭𝐨 𝐢𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐞 𝐁𝐨𝐭 𝐢𝐧𝐭𝐨 𝐌𝐨𝐛𝐢𝐥𝐞 𝐨𝐫 𝐖𝐞𝐛 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧.

𝐖𝐡𝐢𝐜𝐡 𝐜𝐡𝐚𝐧𝐧𝐞𝐥 𝐰𝐨𝐮𝐥𝐝 𝐲𝐨𝐮 𝐮𝐬𝐞 𝐭𝐨 𝐦𝐞𝐞𝐭 𝐭𝐡𝐞 𝐫𝐞𝐪𝐮𝐢𝐫𝐞𝐦𝐞𝐧𝐭𝐬 𝐚𝐬 𝐠𝐢𝐯𝐞𝐧 𝐢𝐧 𝐒𝐭𝐞𝐩 𝟒 𝐚𝐛𝐨𝐯𝐞? [𝐜𝐡𝐨𝐨𝐬𝐞 𝐨𝐧𝐞 𝐨𝐩𝐭𝐢𝐨𝐧]

1. Slack
2. Microsoft Teams
3. Direct Line
4. Office 365 email

𝐂𝐨𝐫𝐫𝐞𝐜𝐭 𝐀𝐧𝐬𝐰𝐞𝐫: 𝟑

𝐄𝐱𝐩𝐥𝐚𝐧𝐚𝐭𝐢𝐨𝐧:

• Option 1 is incorrect because this channel selection will configure user communication using Slack.
• Option 2 is incorrect because this channel selection will configure user communication through Microsoft teams.
• Option 3 is correct because this channel selection will integrate your bot into your web or mobile application.
• Option 4 is incorrect because this channel selection will configure user communication via Office 365 email.

So, best of luck for your exam! 😀 🤝

Disclaimer: These questions are NOT appearing in the certification exam. These are my best guesses for the kind of questions to expect in the examination.

Related/References

• Exam AI-102: Designing And Implementing a Microsoft Azure AI Solution | AI Engineer
• Microsoft Certified Azure AI Engineer Associate | AI 102 | Step By Step Activity Guides (Hands-On Labs)

Next Task For You

When you have tested your skills by answering these Microsoft Azure AI Engineer Associate Exam Questions, I hope you have a clear stand in terms of your AI-102 exam preparation. If you feel you are behind somewhere and you need to buckle up your preparation process, then you can enroll for the K21Academy AI-102 certification training course to clear the final exam successfully.