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Microsoft AI-102 Exam Topics Breakdown
Domain | Description |
---|---|
Plan and Manage an Azure AI Solution (15-20%) | This domain assesses your ability to: <br> – Select appropriate Azure AI services based on specific requirements. <br> – Design and implement a secure and scalable AI solution. <br> – Configure and manage Azure Machine Learning resources. |
Implement Decision Support Solutions (10-15%) | This domain evaluates your skills in creating and deploying solutions for anomaly detection and predictive maintenance using Azure services like Azure Machine Learning and Azure Databricks. |
Implement Computer Vision Solutions (15-20%) | This domain tests your knowledge of building and deploying computer vision applications for tasks like image classification, object detection, and facial recognition using Azure Cognitive Services for Computer Vision. |
Implement Natural Language Processing Solutions (30-35%) | This domain assesses your expertise in building and deploying NLP solutions for tasks like text classification, sentiment analysis, and topic modeling using Azure Cognitive Services for Language. |
Implement Knowledge Mining and Document Intelligence Solutions (10-15%) | This domain evaluates your ability to create and deploy solutions for knowledge extraction, entity recognition, and text summarization using Azure Cognitive Search and Azure Cognitive Services for Language. |
Implement Generative AI Solutions (10-15%) | This domain tests your skills in generating creative text formats, translating languages, and creating different creative text formats using Azure Cognitive Services for Generative AI and Azure OpenAI Service. |
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