AI-102

Azure AI Engineer Associate (AI-102)

Design and implement Azure AI solutions including generative AI computer vision natural language processing and knowledge mining. Learn to build secure end-to-end AI applications using Microsoft Foundry Services.

77 lessons
15h 24m
6 modules
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Course Content

6 modules · 77 lessons

Module 1: Plan and Manage an Azure AI Solution

Select appropriate Azure AI services and implement responsible AI solutions with proper planning deployment and security.

Selecting Microsoft Foundry Services

Choose the right Azure AI service for different solution requirements.

Planning and Deploying Foundry Services

Plan create and deploy Microsoft Foundry Services with proper configuration.

Managing and Securing Foundry Services

Monitor secure and manage Azure AI resources effectively.

Implementing Responsible AI

Implement content moderation and responsible AI governance.

Module 2: Implement Generative AI Solutions

Build generative AI solutions using Microsoft Foundry and Azure OpenAI Service.

Building with Microsoft Foundry

Deploy and build generative AI solutions with Microsoft Foundry.

Azure OpenAI Content Generation

Use Azure OpenAI to generate code images and natural language.

Optimizing Generative AI

Optimize and operationalize generative AI solutions.

Module 3: Implement Agentic Solutions

Create and deploy custom AI agents using Microsoft Agent Framework.

Creating Custom Agents

Build and configure AI agents for automated workflows.

Module 4: Implement Computer Vision Solutions

Build computer vision solutions using Azure AI Vision for image and video analysis.

Analyzing Images

Process and analyze images using Azure AI Vision services.

Custom Vision Models

Train and deploy custom vision models for classification and detection.

Video Analysis

Analyze videos using Azure AI Video Indexer and Spatial Analysis.

Module 5: Implement Natural Language Processing

Build NLP solutions for text analysis speech processing and custom language models.

Text Analysis and Translation

Analyze and translate text using Azure AI Language services.

Speech Processing

Process and translate speech using Azure AI Speech services.

Custom Language Models

Build custom language understanding and question answering solutions.

Module 6: Knowledge Mining and Information Extraction

Implement Azure AI Search and Document Intelligence for knowledge mining.

Azure AI Search Solutions

Build search solutions with indexes skillsets and semantic search.

Document Intelligence Solutions

Extract data from documents using prebuilt and custom models.

Content Understanding Solutions

Extract information from various content types with Azure Content Understanding.

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