Course Index
1. AI Concepts Overview
2. Microsoft Foundry Setup
3. ML Foundations
4. ML on Azure Portal
5. GenAI & Agents Intro
6. GenAI in Foundry
7. Text Analysis Concepts
8. Text Analysis in Foundry
9. Speech Concepts
10. Speech in Foundry
11. Computer Vision Concepts
12. Vision in Foundry
13. Information Extraction
14. Extraction in Foundry
Introduction to AI in Azure
Dashboard: 14 Modules • 11 hr 9 min • Interactive Index
1100 XP
1. Overview of AI Concepts
40 min
10 Units
Generative AI & Agents
Responsible AI
1000 XP
2. Get started in Microsoft Foundry
50 min
9 Units
Foundry Infrastructure
Lab: Set up Foundry
1200 XP
3. Intro to ML Concepts
1h 33m
11 Units
Regression & Classification
Deep Learning basics
1000 XP
4. ML in Azure Studio
1h 06m
9 Units
Azure ML Studio UI
AutoML Exercise
800 XP
5. GenAI and Agents Intro
37 min
7 Units
Understanding LLMs
Intro to AI Agents
1000 XP
6. GenAI in Foundry Tools
1h 07m
9 Units
The Model Catalog
Lab: Build GenAI App
800 XP
7. Text Analysis Concepts
30 min
7 Units
Tokenization basics
Semantic Models
1000 XP
8. Text Analysis on Azure
45 min
9 Units
Language Service Tools
Lab: NLP in Foundry
800 XP
9. Speech Concepts
28 min
7 Units
Speech Recognition
Voice Synthesis
800 XP
10. Azure Speech Tools
41 min
7 Units
Azure Speech API
Lab: Voice Integration
1000 XP
11. Computer Vision Intro
34 min
9 Units
How CNNs work
DALL-E & Generation
900 XP
12. Azure Vision Tools
50 min
8 Units
Image Analysis API
Lab: Object Detection
800 XP
13. Info Extraction Concepts
28 min
7 Units
Understanding OCR
Form Mapping
1000 XP
14. Knowledge Mining Tools
1h 00m
9 Units
Document Intelligence
AI Search & Indexing