Achieving the Microsoft AI-102 certification demonstrates that the candidate has the skills and knowledge necessary to design and implement AI solutions on the Azure platform. Designing and Implementing a Microsoft Azure AI Solution certification can help professionals advance their careers and open up new opportunities for them in the field of AI development. Employers can also benefit from having certified professionals on their teams, as it demonstrates their commitment to using the latest technologies and best practices in AI development.
Reference: https://docs.microsoft.com/en-us/learn/certifications/exams/ai-102
Microsoft AI-102 certification exam is ideal for AI developers, data scientists, and solution architects who want to demonstrate their expertise in developing AI solutions on Azure. Candidates who pass this certification exam will be able to design and implement AI solutions that can process natural language, recognize images and sounds, and make predictions based on data. The AI-102 certification exam also covers topics such as data preparation, feature engineering, model selection, and deployment.
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Microsoft AI-102 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Implement Decision Support Solutions | 10-15% | - Design and implement decision automation - Monitor and optimize decision support solutions - Integrate Azure AI services into applications |
| Implement Natural Language Processing Solutions | 20-25% | - Build question answering solutions - Analyze text using Azure AI Language - Create conversational AI solutions with Azure AI Bot Service - Translate text and speech - Implement speech capabilities using Azure AI Speech |
| Implement Generative AI Solutions | 10-15% | - Apply responsible AI practices - Integrate Azure OpenAI models into applications - Use Azure OpenAI Service for generative AI - Implement prompt engineering techniques |
| Plan and Manage an Azure AI Solution | 15-20% | - Implement governance and compliance for AI solutions - Plan and configure secure AI solutions - Select appropriate Azure AI services and technologies - Manage AI costs and resource allocation |
| Implement Knowledge Mining and Document Intelligence Solutions | 15-20% | - Implement semantic and vector search - Create custom skills for Azure AI Search - Design document processing pipelines - Implement Azure AI Search solutions |
| Implement Computer Vision Solutions | 15-20% | - Read and process documents using Azure AI Document Intelligence - Implement object detection and image classification - Process video and generate insights - Analyze images using Azure AI Vision - Implement Azure AI Face service |
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