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AI-3008-A: Extract insights from visual data on Azure
Take machine learning and generative AI from experiment to production. This intermediate, self-paced course teaches MLOps and GenAIOps on Azure, covering pipelines, automated deployment, and agent evaluation and monitoring with Azure Machine Learning, Microsoft Foundry and GitHub Actions. It prepares you for the Microsoft AI-300 exam.
Available in Instructor-Led or Virtual formats.
Duration
8 Hours | 1 Day
Modules
8 Modules
Course type
Microsoft
Course Overview
AI-3008 is an advanced course designed for developers and AI professionals to build intelligent applications that extract insights from images and documents using Azure AI services. The course covers multimodal generative AI, image and video generation, Azure Content Understanding, Document Intelligence, and Azure AI Search. Learners gain practical skills to analyze visual data, extract structured information, build AI-powered applications, and create searchable knowledge solutions by combining vision, language models, and cloud-based AI capabilities.
Before You Begin
- Basic Programming Experience
- Foundational AI and Cloud Knowledge
- Familiarity with Digital Content Workflows
Key outcomes
- Learn to create AI solutions that combine images, text, and language models using Azure AI services for intelligent interactions.
- Explore Microsoft Foundry models to create original visuals and dynamic videos from natural language prompts.
- Use Azure Content Understanding to extract insights, identify visual elements, and process multimodal content effectively.
- Apply Azure Document Intelligence to extract text, tables, key-value pairs, and useful data from documents.
- Build Azure AI Search solutions that index, enrich, and retrieve insights from organizational data efficiently.
Tools you’ll use
Microsoft Foundry AI models
Azure Content
Azure Document Intelligence
Azure AI Search
Multimodal Generative AI tools
Azure AI APIs
Skills you’ll gain
- Build multimodal AI applications with Azure
- Generate AI images and videos
- Analyze images and documents using Azure AI services
- Extract and process structured data
- Create intelligent search and knowledge solutions
- Develop AI-powered decision-support applications
What You’ll Learn
8 modules
1Module 1: Develop a vision-enabled generative AI application
1.1 Introduction
1.2 Use a vision-capable model in the Microsoft Foundry portal
1.3 Develop a vision-based chat app
1.4 Exercise – Develop a vision-enabled chat app
1.5 Summary
1.2 Use a vision-capable model in the Microsoft Foundry portal
1.3 Develop a vision-based chat app
1.4 Exercise – Develop a vision-enabled chat app
1.5 Summary
2Module 2: Generate images with AI
2.1 Introduction
2.2 What are image-generation models?
2.3 Explore image-generation models in Microsoft Foundry portal
2.4 Create a client application that uses an image generation model
2.5 Exercise – Generate images with AI
2.6 Summary
2.2 What are image-generation models?
2.3 Explore image-generation models in Microsoft Foundry portal
2.4 Create a client application that uses an image generation model
2.5 Exercise – Generate images with AI
2.6 Summary
3Module 3: Generate videos with Microsoft Foundry
3.1 Introduction
3.2 Deploy a video generating model
3.3 Generate video from a prompt
3.4 Generate video in Python
3.5 Exercise – Generate video with Sora 2 in Microsoft Foundry
3.6 Summary
3.2 Deploy a video generating model
3.3 Generate video from a prompt
3.4 Generate video in Python
3.5 Exercise – Generate video with Sora 2 in Microsoft Foundry
3.6 Summary
4Module 4: Analyze images with Content Understanding
4.1 Introduction
4.2 What is Content Understanding?
4.3 Analyze images with Content Understanding
4.4 Exercise – Analyze images with Content Understanding
4.5 Summary
4.2 What is Content Understanding?
4.3 Analyze images with Content Understanding
4.4 Exercise – Analyze images with Content Understanding
4.5 Summary
5Module 5: Create a multimodal analysis solution with Azure Content Understanding
5.1 Introduction
5.2 What is Azure Content Understanding?
5.3 Create a Content Understanding analyzer
5.4 Use the Content Understanding API
5.5 Exercise – Extract information from multimodal content
5.6 Summary
5.2 What is Azure Content Understanding?
5.3 Create a Content Understanding analyzer
5.4 Use the Content Understanding API
5.5 Exercise – Extract information from multimodal content
5.6 Summary
6Module 6: Create an Azure Content Understanding client application
6.1 Introduction
6.2 Prepare to use the AI Content Understanding API
6.3 Create a Content Understanding analyzer
6.4 Analyze content
6.5 Exercise – Develop a Content Understanding client application
6.6 Summary
6.2 Prepare to use the AI Content Understanding API
6.3 Create a Content Understanding analyzer
6.4 Analyze content
6.5 Exercise – Develop a Content Understanding client application
6.6 Summary
7Module 7: Extract data with Azure Document Intelligence
7.1 Introduction
7.2 What is Azure Document Intelligence?
7.3 Use the Document Intelligence Studio
7.4 Use prebuilt models
7.5 Train and use custom models
7.6 Exercise – Analyze documents with Document Intelligence
7.7 Summary
7.2 What is Azure Document Intelligence?
7.3 Use the Document Intelligence Studio
7.4 Use prebuilt models
7.5 Train and use custom models
7.6 Exercise – Analyze documents with Document Intelligence
7.7 Summary
8Module 8: Create a knowledge mining solution with Azure AI Search
8.1 Introduction
8.2 What is Azure AI Search?
8.3 Extract data with an indexer
8.4 Enrich extracted data with AI skills
8.5 Search an index
8.6 Persist extracted information in a knowledge store
8.7 Exercise – Create a knowledge mining solution
8.8 Summary
8.2 What is Azure AI Search?
8.3 Extract data with an indexer
8.4 Enrich extracted data with AI skills
8.5 Search an index
8.6 Persist extracted information in a knowledge store
8.7 Exercise – Create a knowledge mining solution
8.8 Summary
Certification & Credentials
Certificate track
8 Hours | 1 Day
High-Quality Video Lessons
Digital courseware, e-books & audio access
Recorded sessions, accessible on tablet & phone
AI mentor support & module quizzes
Learning Resources
Videos & Engaging Visual Content
Podcasts & Audiobooks
Expert discussions and audio episodes covering key topics
E-Books
Downloadable guides
Module-Wise Quizzes
Interactive quizzes after each module to reinforce learning.
Additional Resources
Study materials, exam prep guides, sandbox labs, and community tutorials.
Frequently asked questions
Who should take the AI-3008 course?
AI-3008 is designed for developers and AI professionals interested in building applications that extract insights from images and documents using Azure AI services.
What are the prerequisites for this course?
Learners should have basic programming experience, familiarity with digital content workflows, and foundational knowledge of AI and cloud services.
What Azure AI technologies are covered in this course?
The course covers Azure Content Understanding, Azure Document Intelligence, Azure AI Search, and Microsoft Foundry AI models.
Will I learn to build applications using images and documents?
Yes, you will learn to analyze images, extract information from documents, and create intelligent applications using multimodal AI capabilities.
What practical skills will I gain after completing this course?
You will gain skills in developing AI-powered solutions for visual analysis, data extraction, knowledge mining, and intelligent search experiences.
| Duration | 8 Hours / 1 Day |
|---|---|
| Modules | 8 Modules |
| Course type | Microsoft |
| Category | Microsoft |
| Prerequisites | Basic Programming Experience, Foundational AI and Cloud Knowledge, Familiarity with Digital Content Workflows |
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