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microsoft learning site AI-102 Skills measured Publish a Machine Learning Experiment with Microsoft Azure Machine Learning Studio Process and translate speech with Azure Cognitive Speech Services

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Languages: English, Japanese, Chinese (Simplified), Korean

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This exam measures your ability to accomplish the following technical tasks: plan and manage an Azure Cognitive Services solutions; implement Computer Vision solutions; implement natural language processing solutions; implement knowledge mining solutions; and implement conversational AI solutions.

Reference: https://docs.microsoft.com/en-us/learn/certifications/exams/ai-102

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Microsoft AI-102 Korean Exam Syllabus Topics:

SectionWeightObjectives
Implement Decision Support Solutions10-15%- Integrate Azure AI services into applications
- Design and implement decision automation
- Monitor and optimize decision support solutions
Implement Knowledge Mining and Document Intelligence Solutions15-20%- Design document processing pipelines
- Create custom skills for Azure AI Search
- Implement semantic and vector search
- Implement Azure AI Search solutions
Plan and Manage an Azure AI Solution15-20%- Plan and configure secure AI solutions
- Manage AI costs and resource allocation
- Implement governance and compliance for AI solutions
- Select appropriate Azure AI services and technologies
Implement Natural Language Processing Solutions20-25%- Create conversational AI solutions with Azure AI Bot Service
- Build question answering solutions
- Analyze text using Azure AI Language
- Implement speech capabilities using Azure AI Speech
- Translate text and speech
Implement Generative AI Solutions10-15%- Apply responsible AI practices
- Implement prompt engineering techniques
- Integrate Azure OpenAI models into applications
- Use Azure OpenAI Service for generative AI
Implement Computer Vision Solutions15-20%- Read and process documents using Azure AI Document Intelligence
- Process video and generate insights
- Implement Azure AI Face service
- Analyze images using Azure AI Vision
- Implement object detection and image classification

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