AI-900: Microsoft Certified Azure AI Fundamentals → <div class="azure-ai-fundamentals-curriculum"> <h4 style="font-weight: 500; color: #333;">01. Fundamental AI Concepts</h4> <ul> <li>Module Introduction</li> <li>What Is Artificial Intelligence</li> <li>Common AI Workloads</li> <li>Principles of Responsible AI</li> <li>Quiz: Fundamental AI Concepts</li> </ul> <h4 style="font-weight: 500; color: #333;">02. Fundamentals of Machine Learning</h4> <ul> <li>Module Introduction</li> <li>What Is Machine Learning</li> <li>Types of Machine Learning (Supervised, Unsupervised, Reinforcement)</li> <li>Training and Evaluation of Models</li> <li>Deep Learning</li> <li>Introduction to Azure ML</li> <li>Quiz: Fundamentals of Machine Learning</li> </ul> <h4 style="font-weight: 500; color: #333;">03. Introduction to Azure AI Services</h4> <ul> <li>Module Introduction</li> <li>Fundamentals of Azure AI</li> <li>Azure AI Services</li> <li>Quiz: Introduction to Azure AI Services</li> </ul> <h4 style="font-weight: 500; color: #333;">04. & 05. Computer Vision and Azure Capabilities</h4> <ul> <li>Module Introduction</li> <li>Image Processing and Convolutional Neural Networks (CNN)</li> <li>Explore Multi-Modal Models</li> <li>Azure Computer Vision Services</li> <li>AI Vision Service and Image Analysis</li> <li>Face Service to Detect Faces</li> <li>Optical Character Recognition (OCR) to Read Text</li> <li>Quiz: Concepts of Computer Vision</li> </ul> <h4 style="font-weight: 500; color: #333;">06. Natural Language Processing (NLP)</h4> <ul> <li>Module Introduction</li> <li>Introduction to Natural Language Processing</li> <li>NLP and Conversational AI in Azure</li> <li>Quiz: Natural Language Processing (NLP)</li> </ul> <h4 style="font-weight: 500; color: #333;">07. Azure AI Document Intelligence</h4> <ul> <li>Module Introduction</li> <li>AI Document Intelligence Services</li> <li>Form Analysis Using Document Intelligence</li> <li>Document Intelligence Studio</li> <li>Quiz: Azure AI Document Intelligence</li> </ul> <h4 style="font-weight: 500; color: #333;">08. Azure AI Search</h4> <ul> <li>Module Introduction</li> <li>Introduction to Knowledge Mining</li> <li>Azure AI Search Services</li> <li>AI Enrichment</li> <li>Quiz: Azure AI Search</li> </ul> <h4 style="font-weight: 500; color: #333;">09. Generative AI</h4> <ul> <li>Module Introduction</li> <li>Introduction to Generative AI and Language Models</li> <li>Language Model Training and Foundation Models</li> <li>Large and Small Language Models</li> <li>What Are Copilots and Microsoft Copilot Services</li> <li>Copilot Prompts Considerations</li> <li>Developing and Extending Copilot</li> <li>Quiz: Generative AI</li> </ul> <h4 style="font-weight: 500; color: #333;">10. Fundamentals of Azure OpenAI</h4> <ul> <li>Module Introduction</li> <li>What Is Azure OpenAI</li> <li>Models Supported by Azure OpenAI</li> <li>Azure OpenAI Capabilities</li> <li>Quiz: Fundamentals of Azure OpenAI</li> </ul> <h4 style="font-weight: 500; color: #333;">11. Responsible Generative AI</h4> <ul> <li>Module Introduction</li> <li>Plan a Responsible Generative AI Solution</li> <li>Quiz: Responsible Generative AI</li> </ul> </div>

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