Microsoft Azure AI Engineer Associate
Master Azure AI & Build Intelligent Solutions
Learn how to design and implement AI solutions using Microsoft Azure AI services, including Computer Vision, Natural Language Processing, Speech, Azure AI Search, Document Intelligence and Generative AI.
Duration:
45 Hours
Mode:
Online
Level:
Intermediate
Course Overview
Build Your Career in Azure AI
The Microsoft Azure AI Engineer Associate (AI-102) training is designed for learners who want to develop practical skills in implementing artificial intelligence solutions using Microsoft Azure.
You will learn how to work with Azure AI services for vision, natural language processing, speech, knowledge mining, document intelligence, content moderation and generative AI.
The course follows the key skill areas covered in the AI-102 exam, helping learners prepare for Azure AI Engineer Associate-level concepts.
Course Objectives
✔️ Azure AI Services
✔️ Responsible AI principles
✔️ Azure AI Vision
✔️ Computer Vision
✔️ Natural Language Processing
✔️ Azure AI Speech
✔️ Azure AI Translator
✔️ Language Understanding
✔️ Question Answering
✔️ Azure AI Search
✔️ Document Intelligence
✔️ Azure OpenAI Service
✔️ Generative AI
✔️ Prompt Engineering
✔️ AI solution monitoring and security
Course Curriculum
01. Plan & Manage an Azure AI Solution
15–20%
- Select appropriate Azure AI services
- Computer Vision solutions
- Natural Language Processing solutions
- Speech solutions
- Generative AI solutions
- Document Intelligence
- Knowledge Mining
- Responsible AI principles
- Create Azure AI resources
- Configure endpoints
- AI integration with CI/CD
- Container deployment
- Diagnostic logging
- Monitoring Azure AI resources
- Cost management
- Account keys and authentication
- Azure Key Vault
- Private communications
Implement Content Moderation Solutions
10–15%
- Azure AI Content Safety
- Text moderation
- Image moderation
- Content safety implementation
Implement Computer Vision Solutions
15–20%
Image Analysis
- Image processing
- Image tags
- Object detection
- Image analysis responses
- OCR
- Extracting text from images
- Handwritten text recognition
Custom Vision
- Image classification
- Object detection
- Image labeling
- Training custom models
- Model evaluation
- Publishing custom models
- Consuming custom models
Video Analysis
- Azure AI Video Indexer
- Video insights
- Live-stream analysis
- Spatial analysis
- Detecting presence and movement
Implement Natural Language Processing Solutions
30–35%
Azure AI Language
- Key phrase extraction
- Entity extraction
- Sentiment analysis
- Language detection
- PII detection
Azure AI Speech
- Speech-to-text
- Text-to-speech
- SSML
- Custom Speech
- Intent recognition
- Keyword recognition
Azure AI Translator
- Text translation
- Document translation
- Custom translation
- Speech-to-speech translation
- Speech-to-text translation
- Multi-language translation
Language Understanding
- Create intents
- Add utterances
- Create entities
- Train models
- Evaluate models
- Deploy models
- Test models
- Optimize models
- Consume language models
- Backup and recovery
Custom Question Answering
- Create Question Answering projects
- Add Q&A pairs
- Import sources
- Train and test knowledge bases
- Publish knowledge bases
- Multi-turn conversations
- Alternate phrasing
- Chit-chat
- Export knowledge bases
- Multi-language solutions
Knowledge Mining & Document Intelligence
10–15%
Azure AI Search
- Provision Azure AI Search
- Create data sources
- Create indexes
- Define skillsets
- Custom skills
- Indexers
- Query indexes
- Filtering
- Sorting
- Wildcards
- Knowledge Store projections
Document Intelligence
- Provision Document Intelligence
- Prebuilt models
- Extract data from documents
- Custom models
- Train and test models
- Publish custom models
- Composed models
- Azure AI Search integration
Who Is This Course For?
🎓 Students interested in AI
💻 IT Professionals
☁️ Azure Beginners
🤖 Aspiring AI Engineers
🐍 Developers
- Frequently Asked Questions
What is AI-102?
AI-102 is Microsoft’s exam for the Azure AI Engineer Associate certification, focused on designing and implementing AI solutions using Azure.
What will I learn in this course?
You will learn Azure AI services including Vision, Language, Speech, AI Search, Document Intelligence, Content Safety and Azure OpenAI.
Is this course suitable for beginners?
Basic knowledge of cloud, programming or IT concepts can be helpful. The course is best suited to learners who want to progress into Azure AI engineering.
Does the course include the Microsoft certification exam?
The course provides AI-102 training and exam preparation. The official Microsoft certification exam should be treated separately unless LearnCircles specifically confirms that the exam fee is included.
Is placement assistance available?
No. LearnCircles currently provides online training only and does not offer placement assistance.