What’s Included?
High-Quality Video, E-book & Audiobook
Module Quizzes
AI Mentor
Access for Tablet & Phone
Prerequisites
- Familiarity with fundamental AI concepts and Azure services
- Programming experience (e.g., Python, C#)
- Understanding of model deployment and API integration
- Access to Azure AI Foundry portal
Skills You’ll Gain
- Generative AI Development
- Azure AI Tools
- Language Model Fine-Tuning
- Model Deployment Strategy
- RAG Implementation Techniques
- Custom Data Integration
- Prompt Flow Usage
- Model Performance Evaluation
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
Visual Studio Code
Azure Portal
Azure AI Foundry Portal
Prompt Flow
What You’ll Learn
Prepare for AI Development
Plan and set up generative AI workflows.
Deploy and Fine-Tune Models
Use Azure AI Foundry for model customization.
Build with SDK and Prompts
Create apps using SDK and prompt flow tools.
Optimize and Scale AI
Implement RAG and improve performance across workflows.
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
Frequently Asked Questions
It’s a development platform for building, deploying, and managing generative AI applications using prebuilt and custom models.
Yes, programming experience is required to work with SDKs and APIs.
Retrieval Augmented Generation combines external data sources with language models to improve response accuracy.
Yes, it includes labs and exercises for building real-world generative AI apps.
AI engineers and data scientists developing intelligent applications using Azure’s generative AI capabilities.