AI-900

Azure AI Fundamentals (AI-900)

Master the fundamentals of artificial intelligence concepts and Azure AI services. This course covers machine learning principles computer vision natural language processing and generative AI workloads on Microsoft Azure.

77 lessons
12h 50m
7 modules
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Course Content

7 modules · 77 lessons

Module 1: Artificial Intelligence Workloads and Considerations

Understand common AI workloads and responsible AI principles for building ethical AI solutions.

Common AI Workloads

Identify features of common artificial intelligence workloads and their applications.

Responsible AI Principles

Apply guiding principles for responsible AI development and deployment.

AI Governance and Ethics

Understand governance frameworks and ethical considerations for AI implementations.

Module 2: Machine Learning Fundamentals on Azure

Learn core machine learning concepts techniques and Azure Machine Learning capabilities.

Machine Learning Techniques

Identify common machine learning techniques and their use cases.

Core Machine Learning Concepts

Understand fundamental machine learning concepts including features labels and datasets.

Azure Machine Learning Capabilities

Explore Azure Machine Learning services for building and deploying models.

Model Evaluation and Selection

Learn how to evaluate and select machine learning models for different scenarios.

Module 3: Computer Vision Workloads on Azure

Explore computer vision solutions and Azure AI Vision services for image analysis.

Computer Vision Solutions

Identify common types of computer vision solutions and their applications.

Azure Computer Vision Services

Learn about Azure AI Vision and Face detection services and their capabilities.

Advanced Computer Vision

Explore advanced computer vision capabilities and use cases.

Module 4: Natural Language Processing on Azure

Understand NLP workloads and Azure AI Language and Speech services.

NLP Workload Scenarios

Identify features of common NLP workload scenarios and applications.

Azure NLP Services

Explore Azure AI Language and Speech services capabilities.

Conversational AI

Build intelligent conversational experiences with Azure Bot Service.

Module 5: Generative AI Workloads on Azure

Explore generative AI solutions and Azure OpenAI Service capabilities.

Generative AI Solutions

Identify features of generative AI solutions and responsible AI considerations.

Azure Generative AI Services

Learn about Azure AI Foundry and Azure OpenAI Service capabilities.

Large Language Models

Understand large language models and their applications in Azure.

Module 6: Document Intelligence on Azure

Learn about document processing and Azure AI Document Intelligence capabilities.

Document Processing Fundamentals

Understand document processing concepts and Azure AI Document Intelligence.

Module 7: Knowledge Mining with Azure

Learn about knowledge mining and Azure Cognitive Search capabilities.

Azure Cognitive Search

Understand Azure Cognitive Search and knowledge mining concepts.

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