Microsoft AI-102 Practice Braindumps | AI-102 New Question

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To prepare for the AI-102 Certification Exam, candidates need to have a strong understanding of machine learning algorithms, data analysis and visualization, and cloud computing technologies. They also need to have a deep understanding of the Azure platform and its various services, including Azure Cognitive Services, Azure Machine Learning, and Azure Databricks.

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AI-102 New Question | Latest AI-102 Exam Practice

Windows computers support the desktop practice test software. DumpsFree has a complete support team to fix issues of Microsoft AI-102 PRACTICE TEST software users. DumpsFree practice tests (desktop and web-based) produce score report at the end of each attempt. So, that users get awareness of their Designing and Implementing a Microsoft Azure AI Solution (AI-102) preparation status and remove their mistakes.

One of the key objectives of the Microsoft AI-102 Exam is to test candidates' ability to design and implement machine learning models using Azure Machine Learning. This includes understanding how to select appropriate algorithms, prepare data for training, and fine-tune models to achieve the best possible performance. Candidates will also be tested on their ability to deploy machine learning models as web services using Azure Kubernetes Service (AKS).

Microsoft Designing and Implementing a Microsoft Azure AI Solution Sample Questions (Q145-Q150):

NEW QUESTION # 145
You are examining the Language service output of an application.
The text analyzed is: Our tour guide took us up the Space Needle during our trip to Seattle last week.
The response contains the data shown in the following table.

Which Language service API is used 10 analyze the Text?

Answer: A


NEW QUESTION # 146
Match the Azure services to the appropriate locations in the architecture.
To answer, drag the appropriate service from the column on the left to its location on the right. Each service may be used once, more than once, or not at all.
NOTE: Each correct match is worth one point.

Answer:

Explanation:

Explanation:

* Ingest # Azure Data Factory
* Store # Azure Data Lake Storage (already provided in the diagram)
* Preprocess & model # Azure Synapse Analytics
* OLAP # Azure Analysis Services (already provided in the diagram)
* Reporting # Microsoft Power BI (already provided in the diagram)
Comprehensive Detailed ExplanationWe're building a modern data analytics pipeline with Azure services.
Let's analyze each stage:
* Ingest (Logs, structured data, etc. # Service)
* The ingestion service must orchestrate and move data from multiple sources into the storage layer.
* Azure Data Factory is designed for data ingestion and ETL pipelines.
* Correct match: Azure Data Factory.
* Store (Azure Data Lake Storage)
* Already provided.
* Serves as the central repository for both structured and unstructured data.
* Preprocess & model (Service)
* At this stage, raw data from Data Lake must be cleaned, transformed, and prepared for analytics.
* Azure Synapse Analytics integrates with Data Lake and supports big data processing, advanced analytics, and modeling.
* Correct match: Azure Synapse Analytics.
* OLAP (Azure Analysis Services)
* Already provided.
* Provides semantic modeling, aggregations, and OLAP cubes for analysis.
* Reporting (Microsoft Power BI)
* Already provided.
* Visualizes insights for business users.
* Azure Cognitive Search: Used for indexing and searching unstructured data (e.g., documents, knowledge mining), not for ingestion or preprocessing.
* Azure Data Catalog: Used for metadata management and data discovery, not for ingestion, preprocessing, or modeling in this architecture.
Incorrect Options and Why
Final Answer Mapping:
* Ingest # Azure Data Factory
* Store # Azure Data Lake Storage
* Preprocess & model # Azure Synapse Analytics
* OLAP # Azure Analysis Services
* Reporting # Microsoft Power BI
* Azure Data Factory - Data Integration Service
* Azure Data Lake Storage - Scalable data lake
* Azure Synapse Analytics overview
* Azure Analysis Services overview
* Power BI overview
Microsoft References


NEW QUESTION # 147
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:


NEW QUESTION # 148
You have a chatbot that uses a QnA Maker application.
You enable active learning for the knowledge base used by the QnA Maker application.
You need to integrate user input into the model.
Which four actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

Answer:

Explanation:

Explanation
Graphical user interface, application Description automatically generated

Step 1: For the knowledge base, select Show active learning suggestions.
In order to see the suggested questions, on the Edit knowledge base page, select View Options, then select Show active learning suggestions.
Step 2: Approve and reject suggestions.
Each QnA pair suggests the new question alternatives with a check mark, , to accept the question or an x to reject the suggestions. Select the check mark to add the question.
Step 3: Save and train the knowledge base.
Select Save and Train to save the changes to the knowledge base.
Step 4: Publish the knowledge base.
Select Publish to allow the changes to be available from the GenerateAnswer API.
When 5 or more similar queries are clustered, every 30 minutes, QnA Maker suggests the alternate questions for you to accept or reject.
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/qnamaker/how-to/improve-knowledge-base


NEW QUESTION # 149
You need to develop code to upload images for the product creation project. The solution must meet the accessibility requirements.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Reference:
https://github.com/Azure-Samples/cognitive-services-dotnet-sdk-samples/blob/master/documentation-samples/quickstarts/ComputerVision/Program.cs


NEW QUESTION # 150
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