What’s Included?
High-Quality Video, E-book & Audiobook
Module Quizzes
AI Mentor
Access for Tablet & Phone
Prerequisites
- Experience with C# or Python programming
- Familiarity with REST APIs and SDKs
- Basic understanding of machine learning concepts
- Knowledge of Azure fundamentals
Skills You’ll Gain
- Generative AI on Azure
- AI Agent Design
- Computer Vision Solutions
- Unstructured Data Insights
- Azure AI Services
Self Study Materials Included
Videos
Engaging visual content to enhance understanding and learning experience.
Podcasts
Insightful audio sessions featuring expert discussions and real-world cases.
Audiobooks
Listen and learn anytime with convenient audio-based knowledge sharing.
E-Books
Comprehensive digital guides offering in-depth knowledge and learning support.
Module Wise Quizzes
Interactive assessments to reinforce learning and test conceptual clarity.
Additional Resources
Supplementary references and list of tools to deepen knowledge and practical application.
Tools You’ll Master
Azure Portal
Azure Machine Learning
Azure Cognitive Services
Azure OpenAI Service
What You’ll Learn
Build AI Applications
Create intelligent apps using Azure AI services.
Use Generative AI
Develop AI agents and generative experiences.
Apply Vision & Extraction
Implement computer vision and data extraction tools.
Deploy with Azure Tools
Use C#/Python to manage and deploy AI solutions.
Course Modules
Lesson 1: Develop Generative AI Apps in Azure
Module 1: Plan and Prepare to Develop AI Solutions on Azure
Module 2: Choose and Deploy Models from the Model Catalog in Azure AI Foundry Portal
Module 3: Develop an AI App with the Azure AI Foundry SDK
Module 4: Get Started with Prompt Flow to Develop Language Model Apps in the Azure AI Foundry
Module 5: Develop a RAG-based Solution with Your Own Data Using Azure AI Foundry
Module 6: Fine-tune a Language Model with Azure AI Foundry
Module 7: Implement a Responsible Generative AI Solution in Azure AI Foundry
Module 8: Evaluate Generative AI Performance in Azure AI Foundry Portal
Lesson 2: Develop AI Agents on Azure
Module 1: Get Started with AI Agent Development on Azure
Module 2: Develop an AI Agent with Azure AI Foundry Agent Service
Module 3: Integrate Custom Tools into Your Agent
Module 4: Develop an AI Agent with Semantic Kernel
Module 5: Orchestrate a Multi-agent Solution Using Semantic Kernel
Module 6: Develop a Multi-agent Solution with Azure AI Foundry Agent
Module 7: Integrate MCP Tools with Azure AI Agents
Module 8: Discover Azure AI Agents with A2A
Lesson 3: Develop Natural Language Solutions in Azure
Module 1: Analyze Text with Azure AI Language
Module 2: Create Question Answering Solutions with Azure AI Language
Module 3: Build a Conversational Language Understanding Model
Module 4: Create a Custom Text Classification Solution
Module 5: Custom Named Entity Recognition
Module 6: Translate Text with Azure AI Translator Service
Module 7: Create Speech-enabled Apps with Azure AI Services
Module 8: Translate Speech with the Azure AI Speech Service
Module 9: Develop an Audio-enabled Generative AI Application
Lesson 4: Develop Computer Vision Solutions in Azure
Module 1: Analyze Images
Module 2: Read Text in Images
Module 3: Detect, Analyze, and Recognize Faces
Module 4: Classify Images
Module 5: Detect Objects in Images
Module 6: Analyze Video
Module 7: Develop a Vision-enabled Generative AI Application
Module 8: Generate Images with AI
Lesson 5: Develop AI Information Extraction Solutions in Azure
Module 1: Create a Multimodal Analysis Solution with Azure AI Content Understanding
Module 2: Create an Azure AI Content Understanding Client Application
Module 3: Use Prebuilt Document Intelligence Models
Module 4: Extract Data from Forms with Azure Document Intelligence
Module 5: Create a Knowledge Mining Solution with Azure AI Search
Frequently Asked Questions
Software developers with experience in C# or Python who want to build AI-powered applications using Azure.
Basic understanding of machine learning helps, but the course covers foundational AI concepts.
Yes, you can choose between instructor-led training or self-paced modules on Microsoft Learn.
It prepares you for the Microsoft Certified: Azure AI Engineer Associate certification.
Primarily C# and Python, with examples and labs using both.