Empower Decision Makers with Generative AI
This course is designed for business users, business leaders, and decision makerswho want to understand the transformative potential of generative AI and its impacton their organizations. You'll gain a comprehensive understanding of this technology,learn how it can be leveraged to drive innovation and efficiency, and explore therange of generative AI services available on Google Cloud. By the end of this course,you'll be equipped to make informed decisions about implementing AI solutions.
- Duration: 1 day
- Languages: English, German
- Level: Introductory
- Group size: Up to 30
What you'll learn
- Define generative AI and distinguish it from other types of AI.
- Define potential personas affected by generative AI and how they can leverage the technology.
- Gain insights into real-world generative AI use cases across industries like Retail, Automotive, Software Development, and Financial Services.
- Identify and prioritize possible applications within your organization.
- Understand the pillars of Responsible AI and its relationship to generative AI.
- Explain the importance and value of prompt design.
- Design effective prompts following general best practices.
Prerequisites
- This is an Introductory level course.
- No specific prerequisite courses are listed in the document.
Course outline
Understanding Generative AI
- Generative AI vs. AI/ML
- Gen AI Use Cases
- Business Applications of Gen AI
Generative AI in your Organization
- Personas and products
- Business audience: Workspace
- Consumer AI products vs. Enterprise AI
- General Audience: Vertex AI Studio
- AI Practitioners: Model Garden
- Power Users: Vertex AI Agent Builder
Industry Use Cases
- Common business challenges
- Use cases across different industries
Generative AI Case Study
- Use case identification
- Scoping considerations
- Use case prioritization and evaluation
Responsible AI
- Data Privacy at Google
- AI and responsibility
- Google's AI principles
- Responsible AI best practices
Prompt Design
- What is prompt design and why is it important?
- Prompt content types
- Prompt design strategies
- Iterating prompts for improvement
Improving Prompts
- Prompt design vs. prompt engineering
- Zero-shot and few-shot prompting
- Chain of thought prompting
- Overview of additional techniques
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Not sure which course fits?
Book a 30-minute call. We'll look at where your team is, what they need to be able to do, and put together either a specific course date or a tailored learning plan.