AI-901T00: Introduction to AI in Azure
Course Description
This course introduces fundamental concepts related to artificial intelligence (AI), and the services in Microsoft Azure that can be used to create AI solutions. It teaches a mix of AI concepts and technology skills that are considered foundational to a successful career implementing AI solutions on Microsoft Azure.
Duration: 1 days
Who should attend
This course is for aspiring technology professionals at the beginning of their career in AI solution development. Some knowledge of Python coding syntax and programming techniques is useful. Additionally, knowledge of core cloud concepts, including cloud storage, cloud compute and cloud-based authentication and authorisation is recommended.
Introduction to AI concepts
Generative AI and agents Text and natural language Speech Computer vision Information extraction Responsible AI
Introduction to generative AI and agents
Large language models (LLMs) Prompts AI agents
Introduction to natural language processing concepts
Tokenization Statistical text analysis. Semantic language models
Introduction to AI speech concepts
Speech-enabled solutions Speech recognition Speech synthesis
Introduction to computer vision concepts
Computer vision tasks and techniques Images and image processing Convolutional neural networks Vision transformers and multimodal models Image generation
Introduction to AI-powered information extraction concepts
Overview of information extraction Optical character recognition (OCR) Field extraction and mapping
Get started with AI in Azure
Understand Azure Developing AI apps on Azure Microsoft Foundry for AI Using Microsoft Foundry endpoints
Get started with generative AI and agents in Azure
Generative AI models Using a generative AI model Creating an agent
Get started with text analysis in Azure
Azure Language Azure Language SDK Azure Language MCP
Get started with speech in Azure
Speech recognition Speech synthesis Creating a speech-capable agent
Get started with computer vision in Azure
Multimodal models for image analysis Image generation models Video generation models
Get started with AI-powered information extraction in Azure
Extract information from documents Extract information from audio and video