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Intermediate Level

Microsoft Certified Azure AI Engineer Associate (AI-102)

★ 4.8 (300 learners) 60 hrs total 6 modules
Microsoft Azure OpenAI Python
Only 5 seats left · Next batch starts 29 Aug 2026
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60 hrs
of content
6 modules
in curriculum
16 projects
hands-on builds
Intermediate
difficulty

Curriculum covers

Frameworks you'll master

3 tools & frameworks
Microsoft Azure OpenAI Python

Course Curriculum

6 modules · 60 hours · 24 live sessions

Getting Started with Azure AI Foundry and Playgrounds 2 sessions
  • Set Up Your First Azure AI Foundry Resource
  • Navigating the Azure AI Foundry Portal: A Complete Overview
  • Exploring the Azure AI Foundry Model Catalog
  • Deploying Models with Azure AI Foundry
  • Chat Playground in Azure AI Foundry: Instructions, Context, and System Prompts
  • Chat Playground in Azure AI Foundry: Tuning Parameters for Better Results
  • Chat Playground in Azure AI Foundry: Managing Safety System Messages
  • Chat Playground in Azure AI Foundry: Working with Examples
  • Chat Playground in Azure AI Foundry: Using Variables
  • Chat Playground in Azure AI Foundry: Working with Phi4 Model
  • Image Playground & Using Images as Input in Chat Playground
  • Video Playground in Azure AI Foundry
  • Audio Playground in Azure AI Foundry
  • Speech Playground in Azure AI Foundry
  • Language & Translator Playground in Azure AI Foundry
  • Prompt Engineering Fundamentals & Best Practices
  • Grok Models in Azure AI Foundry
Building Assistants in Azure AI Foundry Playground 1 sessions
  • Building Your First Assistant in Azure AI Foundry
  • Creating a Smart Travel Buddy with Vector Store in Assistant Playground
  • Building Data Analyzer Pro with Code Interpreter in Assistant Playground
  • Designing PyLabCoach with Advanced Code Interpreter in Assistant Playground
  • Functions in Assistant Playground
Building RAG, Model FineTuning, and Safety Controls in Azure AI Foundry 4 sessions
  • Build RetrievalAugmented Generation (RAG) Based Solution in Azure AI Foundry
  • FineTune and Deploy a Language Model in Azure AI Foundry
  • Guardrails and Controls: Using Default Content Filters
  • Guardrails and Controls: Creating Custom Filters & Blocklists
  • Evaluate Generative AI Model Performance (Manual & Automated Evaluation)
  • Python Applications with Azure AI Foundry
  • Generative AI Chatbot with Python & Azure AI Foundry
  • Generative AI Chatbot with Python & Azure AI Foundry (Gradio Integration)
  • Code Walkthrough: Generative AI Chatbot with Python & Azure AI Foundry
  • VisionPowered Chatbot with Python & Azure AI Foundry
  • Code Walkthrough: VisionPowered Chatbot with Python & Azure AI Foundry
  • Image Generation with DALL·E 3 Using Python
  • Python Application for Assistants Playground
  • Develop AI Agents with Azure AI Foundry
  • Build Your First AI Agent in Azure AI Foundry: Travel Reimbursement Assistant
  • Data Analysis AI Agent with Code Interpreter (CSV Project)
  • Data Analysis AI Agent (Python SDK)
  • Custom function (Tool) in AI Agent: Automating Support Tickets (Python SDK)
  • Design MultiAgent AI Solutions: Movie Night AI Assistant (Python SDK)
  • Prompt Flow in Azure AI Foundry
  • Prompt Flow for Conversational AI Chat Apps
  • Simple Prompt Flow in Azure AI Foundry Part 1
  • Simple Prompt Flow in Azure AI Foundry Part 2
  • Simple Prompt Flow in Azure AI Foundry Part 3
  • Prompt Flow: Multiple LLM calls in Sequence
  • Prompt Flow: Multiple LLM calls in Parallel
  • Prompt Flow: Simple Chat Flow
  • RAG with Prompt Flow: Standard Flow with Index Lookup Part 1
  • RAG with Prompt Flow: Standard Flow with Index Lookup Part 2
  • RAG with Prompt Flow: Chat Flow with Index Lookup
  • Web Search with SERP API in Prompt Flow
Get Started with Azure AI Services 2 sessions
  • Develop AI Solutions on Azure
  • How to Access Azure AI Services (Now Rebranded as Azure AI Foundry)
  • [HandsOn] Lab Get Started with Azure AI Services Part 1
  • [HandsOn] Lab Get Started with Azure AI Services Part 2
  • [HandsOn] Manage Azure AI Services Security Part 1
  • [HandsOn] Manage Azure AI Services Security Part 2
  • [HandsOn] Manage Azure AI Services Security Part 3
  • [HandsOn] Monitor Azure AI Services
  • Azure AI Services in Containers
  • [HandsOn] Use an Azure AI Services Container
  • Azure Content Safety
  • Implement Azure AI Content Safety Part 1
  • [HandsOn] Implement Azure AI Content Safety Part 2
  • Preparing an AI Service Deployment for a Production Environment
Computer Vision Solutions with Azure AI Vision 2 sessions
  • Computer Vision Solutions
  • [HandsOn] Analyze Images with Azure AI Vision
  • [HandsOn] Classify Images with Azure AI Vision Custom Model Part 1
  • [HandsOn] Classify Images with Azure AI Vision Custom Model Part 2
  • [HandsOn] Detect Objects in Images with Azure AI Custom Vision
  • [HandsOn] Detect and Analyze Faces Part 1
  • [HandsOn] Detect and Analyze Faces Part 2
  • [HandsOn] Read Text in Images
  • [HandsOn] Analyze Video with Video Indexer
  • [HandsOn] Build Image Classification Model with Custom Vision
  • Pricing: Azure Computer Vision Solutions
  • Choosing the Right Azure AI Vision Tools for a Multimedia AI Project
Natural Language Processing Solutions with Azure AI Services 13 sessions
  • NLP Solutions with Azure AI Services
  • [HandsOn] Analyze Text
  • [HandsOn] Create Language Understanding Model Part 1
  • [HandsOn] Create Language Understanding Model Part 2
  • [HandsOn] Custom Text Classification Part 1
  • [HandsOn] Custom Text Classification Part 2
  • [HandsOn] Extract Custom Entities Part 1
  • [HandsOn] Extract Custom Entities Part 2
  • [HandsOn] Translate Text
  • [HandsOn] Recognize and Synthesize Speech Part 1
  • [HandsOn] Recognize and Synthesize Speech Part 2
  • [HandsOn] Translate Speech
  • Pricing: Azure Natural Language Processing Solutions
  • Designing a Multilingual AI Assistant with Azure NLP Services
  • Azure AI Document Intelligence
  • [HandsOn] Use Prebuilt Document Intelligence Models Part 1
  • [HandsOn] Use Prebuilt Document Intelligence Models Part 2
  • [HandsOn] Use Prebuilt Document Intelligence Models Part 3
  • Extract Data from Forms with Azure Document Intelligence
  • [HandsOn] Extract Data from Forms Part 1
  • [HandsOn] Extract Data from Forms Part 2
  • Create Composed Document Intelligence Model
  • HandsOn] Create Composed Document Intelligence Model Part 1
  • [HandsOn] Create Composed Document Intelligence Model Part 2
  • [HandsOn] Create Composed Document Intelligence Model Part 3
  • Pricing: Azure Document Intelligence Solutions
  • Automating Document Processing with Azure AI Document Intelligence
  • Generative AI Solutions with Azure Open AI Service
  • Get Started with Azure OpenAI Service
  • Apply Prompt Engineering with Azure OpenAI Service
  • Build Natural Language Solutions with Azure OpenAI Service
  • [HandsOn] Get Started with Azure OpenAI Service
  • [HandsOn] Model Instructions and, Adding Examples
  • [HandsOn] Safety System Messages, Examples and Parameters
  • [HandsOn] Azure OpenAI SDKs
  • Generate Code with Azure OpenAI Service
  • [HandsOn] Generate and Improve Code with Azure OpenAI Service
  • Generate Images with Azure OpenAI Service
  • [HandsOn] Generate Images with DALLE Model
  • [HandsOn] Develop Web Application
  • Implement RAG with Azure OpenAI Service
  • [HandsOn] Implement RAG with Azure OpenAI Service Part 1
  • [HandsOn] Implement RAG with Azure OpenAI Service Part 2
  • Pricing: Azure Generative AI solutions
  • Designing a Generative AI Assistant with Azure OpenAI
  • Knowledge Mining with Azure AI Search
  • Create an Azure AI Search Solution
  • Create Custom Skill for Azure AI Search
  • Implement Advanced Search Features in Azure AI Search
  • Maintain Azure AI Search Solution
  • [HandsOn] Implement Enhancements to Search Results Part 1
  • [HandsOn] Implement Enhancements to Search Results Part 2
  • [HandsOn] Create Demo Search Application
  • [HandsOn] Creating Skillset
  • [HandsOn] Run Queries using Search Explorer
  • Perform Vector Search and Retrieval in Azure AI Search
  • [HandsOn] Vectorizing Text Part 1
  • [HandsOn] Vectorizing Text Part 2
  • [HandsOn] Vectorizing Images
  • Create Knowledge Store with Azure AI Search
  • [HandsOn] Create Knowledge Store with Azure AI Search
  • Perform Search Reranking with Semantic Ranking in Azure AI Search
  • [HandsOn] Semantic Ranker in Azure AI Search
  • [HandsOn] Use Your Own Data with Azure OpenAI Models
  • [HandsOn] Debug Search Issues
  • [HandsOn] Use REST API to Run Vector Search Queries
  • Pricing: Azure AI Search Solutions
  • Building a Smart Search Experience with Azure AI Search
  • Azure AI Foundry Service
  • Create and Configure Azure AI Foundry Service
  • Azure AI Foundry Service: Explore Model Catalog
  • [HandsOn] Model Catalog: Deploying and Using Models (Phi4)
  • [HandsOn] Model Catalog: Deploying and Using Models (DeepSeek R1, Llama)
  • [HandsOn] Azure AI Foundry Playgrounds: Chat & Speech Playgrounds
  • [HandsOn] Azure AI Foundry Speech Playground: Custom Speech FineTuning
  • [HandsOn] Azure AI Foundry Playgrounds: Agents, Image, Healthcare & Language
  • [HandsOn] Data and Indexing, Search Index Creation & LLM Setup
  • Designing a MultiModel AI Workspace in Azure AI Studio
  • Prompt Flow in Azure AI Foundry
  • [HandsOn] Simple Prompt Flow in Azure AI Foundry Part 1
  • [HandsOn] Simple Prompt Flow in Azure AI Foundry Part 2
  • [HandsOn] Simple Prompt Flow in Azure AI Foundry Part 3
  • [HandsOn] Prompt Flow: Multiple LLM calls in Sequence
  • [HandsOn] Prompt Flow: Multiple LLM calls in Parallel
  • [HandsOn] Prompt Flow: Simple Chat Flow
  • [HandsOn] RAG with Prompt Flow: Standard Flow with Index Lookup Part 1
  • [HandsOn] RAG with Prompt Flow: Standard Flow with Index Lookup Part 2
  • [HandsOn] RAG with Prompt Flow: Chat Flow with Index Lookup
  • 0[HandsOn] Web Search with SERP API in Prompt Flow
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Batch Schedule

⚡ Seats filling fast — only 5 remaining across all batches

Available Batches
Batch Type Schedule Duration Next Start Date Availability
Weekend Sat & Sun, 10am–1pm 10 weeks 29 Aug 2026 Available
Weekday Mon–Fri, 7–9pm 8 weeks 31 Aug 2026 Available
Fast-track Mon–Sun, 6 hours/day 2 weeks 7 Sept 2026 Only 5 seats left

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