Introduction to Prompt Engineering with Azure AI

Module 1: Introduction to Prompt Engineering

• Topics Covered:
  • What is Prompt Engineering?
  • Importance of Prompts in AI models.
  • Overview of AI models that utilize prompts.
• Activity:
  • Interactive discussion on real-world applications of prompt engineering.
  • Q&A session.

Module 2: Types of Prompts and Their Applications

• Topics Covered:
  • Understanding different types of prompts (instructional, conversational, etc.).
  • Tailoring prompts for specific use cases.
• Activity:
  • Case study review: Effective vs. Ineffective prompts.
  • Group discussion on crafting prompts for different scenarios.

Module 3: Crafting Effective Prompts: Best Practices

• Topics Covered:
  • Key principles for writing effective prompts.
  • Common pitfalls and how to avoid them.
• Activity:
  • Hands-on exercise: Participants draft prompts for a given task.
  • Peer review and group feedback.

Module 4: Advanced Prompt Engineering Techniques

• Topics Covered:
  • Refining prompts for complex tasks.
  • Techniques for iterative prompt development.
  • Introduction to prompt chaining and dynamic prompting.
• Activity:
  • Live demonstration: Iterative refinement of a prompt.
  • Interactive session: Participants improve a series of prompts.

Module 5: Prompt Engineering in Practice: Real-World Scenarios

• Topics Covered:
  • Case studies from various industries (e.g., customer service, content creation, data analysis).
  • Ethical considerations in prompt engineering.
• Activity:
  • Rewriting content for improvement or summarization
  • Translating content to various languages
  • Image creation and modification

Module 6: Using Custom Data with Prompts

• Topics Covered:
  • Uploading and using your own data to Azure OpenAI
• Activity:
  • Uploading and using your own data to Azure OpenAI

1 Day

none

Beginner

ChatGPT

• Beginners with basic understanding of AI and natural language processing