Detailed Course Outline
Module 1 - Understanding Generative AI
Topics:
- Gen AI vs. AI/ML
- Gen AI Applications
- Business Impact of Gen AI
Objectives:
- Define generative AI as a subset of AI.
- Discuss the potential impact of AI on organizations .
- Provide examples of generative AI applications.
Module 2 - Prompt Design
Topics:
- Prompt content types.
- Prompt design strategies.
- Iterating prompts for improvement.
Objectives:
- Understand the role of context and examples in prompts.
- Iterate on prompts to improve model output.
Activities:
- Lab: Introduction to Prompt Design
Module 3 - Improving Prompts
Topics:
- Prompt design versus prompt engineering
- Zero-shot and few-shot prompting
- Chain-of-thought prompting
- Overview of additional techniques
Objectives:
- Describe the difference between prompt design and prompt engineering.
- Write prompts using few-shot and chain-of-thought techniques.
- Learn about additional prompt engineering techniques being used today.
Activities:
- Lab: Improving your Prompts
Module 4 - Working with Multimodal Models
Topics:
- What is a multimodal model?
- Prompt design strategies
- Best practices for multimodal prompts
- Troubleshooting your multimodal prompt
Objectives:
- Understand the multimodal models and their use cases.
- Design effective prompts for multimodal models.
Activities:
- Lab: Writing Prompts for Gemini Pro Vision