Azure Open AI
This course is intended for those who need to learn how to take advantage from Azure Open AI. The course will teach attendees the fundamentals of Generative AI and then how you can use the Azure Open AI Studio to create your own Generative AI models.
Prerequisites
- There are no prerequisites for this training
Contents
Introduction to AI and Gen AI
- What is AI
- What is GenAI
- Applications of AI and GenAI
What is OpenAI
- The history of OpenAI
- OpenAI Models
- OpenAI Services
- The Ethos of OpenAI
OpenAI vs Azure OpenAI
- Responsible AI
- Security - private endpoints
- Security - data privacy
- Enterprise Microsoft Support
- Regional Availability
- Pricing and Costing Model
Models Available in Azure OpenAI
- GPT models
- Embedded Models
- Codex Models
Getting Started with OpenAI Studio
- Navigating the Studio
- Understanding the core components of the studio
Azure OpenAI Playground
- Using Chat
- Working with Completions
- DALL E
Prompt Engineering
- What is prompt engineering and why is it important?
- Key concepts in prompt engineering
- Core components of a prompt: context, instructions, examples
Azure OpenAI SDK & Rest API
- Using the SDK in your applications
- Introducing the REST API for OpenAI
Using your own Data
- Data files
- RAG architectures
The Legal Aspects of Azure OpenAI
- Regulatory requirements
- Legal limitations of how you can use Azure OpenAI
