AI-901T00-A: Introduction to AI in Azure

Struktura kurzu

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Module 1: Introduction to AI concepts

• 1.1 Introduction to AI 
• 1.2 Generative AI and agents 
• 1.3 Text and natural language 
• 1.4 Speech 
• 1.5 Computer vision 
• 1.6 Information extraction 
• 1.7 Responsible AI 
• 1.8 Summary 

Module 2: Introduction to generative AI and agents

• 2.1 Introduction 
• 2.2 Large language models (LLMs) 
• 2.3 Prompts 
• 2.4 AI agents 
• 2.5 Summary 

Module 3: Introduction to natural language processing concepts

• 3.1 Introduction 
• 3.2 Tokenization  
• 3.3 Statistical text analysis. 
• 3.4 Semantic language models 
• 3.5 Summary 

Module 4: Introduction to AI speech concepts

• 4.1 Introduction 
• 4.2 Speech-enabled solutions 
• 4.3 Speech recognition 
• 4.4 Speech synthesis 
• 4.5 Summary 

Module 5: Introduction to computer vision concepts

• 5.1 Introduction 
• 5.2 Computer vision tasks and techniques 
• 5.3 Images and image processing 
• 5.4 Convolutional neural networks 
• 5.5 Vision transformers and multimodal models 
• 5.6 Image generation 
• 5.7 Summary  

Module 6: Introduction to AI-powered information extraction concepts

• 6.1 Introduction 
• 6.2 Overview of information extraction 
• 6.3 Optical character recognition (OCR) 
• 6.4 Field extraction and mapping 
• 6.5 Summary 

Module 7: Get started with AI in Azure

• 7.1 Introduction 
• 7.2 Understand Azure 
• 7.3 Developing AI apps on Azure 
• 7.4 Microsoft Foundry for AI 
• 7.5 Using Microsoft Foundry endpoints 
• 7.6 Summary 

Module 8: Get started with generative AI and agents in Azure

• 8.1 Introduction 
• 8.2 Generative AI models 
• 8.3 Using a generative AI model 
• 8.4 Creating an agent 
• 8.5 Summary 

Module 9: Get started with text analysis in Azure

• 9.1 Introduction 
• 9.2 Azure Language 
• 9.3 Azure Language SDK 
• 9.4 Azure Language MCP 
• 9.5 Summary 

Module 10: Get started with speech in Azure

• 10.1 Introduction 
• 10.2 Speech recognition 
• 10.3 Speech synthesis 
• 10.4 Creating a speech-capable agent 
• 10.5 Summary 

Module 11: Get started with computer vision in Azure

• 11.1 Introduction 
• 11.2 Multimodal models for image analysis 
• 11.3 Image generation models 
• 11.4 Video generation models 
• 11.5 Summary 

Module 12: Get started with AI-powered information extraction in Azure

• 12.1 Introduction 
• 12.2 Extract information from documents 
• 12.3 Extract information from audio and video 
• 12.4 Summary