Writing Effective Prompts for Generative AI

Writing Effective Prompts for Generative AIWEPGAIGOGoogleGO-WEPGAI2.0<ul> <li>Explain the capabilities of generative AI and list possible use cases.</li><li>Identify the differences between keyword search and prompting, and list the benefits of prompting.</li><li>Describe and apply prompt design best practices.</li><li>Describe and apply approaches to improve the accuracy of generative AI responses.</li></ul>Attendees should have access to gemini.google.com to complete the course activities. There are no other prerequisites for this course. It aims to provide both introductory and advanced insights into generative AI, making it suitable for individuals with varying levels of AI expertise.Business professionals who apply generative AI techniques to solve common day-to-day tasks.<h4>Module 1 - What is Generative AI?</h4> Topics: <ul> <li>Definition of Generative AI</li><li>Capabilities of Generative AI</li><li>Tasks generative AI can help with</li></ul>Objectives: <ul> <li>Explain the capabilities of generative AI and list possible use cases.</li></ul>Activities: <ul> <li>Group discussion</li></ul><h4>Module 2 - Searching vs Prompting</h4> Topics: <ul> <li>Differences between keyword search and prompting.</li><li>Prompt examples.</li><li>The benefits of prompting.</li></ul>Objectives: <ul> <li>Identify the differences between keyword search and prompting, and list the benefits of prompting.</li></ul>Activities: <ul> <li>Activity with Google Gemini</li></ul><h4>Module 3 - Prompt Design Best Practices</h4> Topics: <ul> <li>The importance of prompt design</li><li>General best practices</li><li>Use prompt building blocks</li><li>Provide examples</li><li>Iterate through prompts</li><li>Define follow-up prompts</li><li>Chain-of-thought</li><li>Prompt editor</li></ul>Objectives: <ul> <li>Describe and apply prompt design best practices.</li></ul>Activities: <ul> <li>6 Demos</li><li>1 Activity with Google Gemini</li></ul><h4>Module 4 - Improving output accuracy</h4> Topics: <ul> <li>Hallucinations definition</li><li>Use prompt instructions</li><li>Grounding and citations</li><li>Double-check responses</li><li>Developer settings</li></ul>Objectives: <ul> <li>Describe and apply approaches to improve the accuracy of generative AI responses.</li></ul>Activities: <ul> <li>3 Demos</li><li>1 Activity with Google Gemini</li></ul><h4>Module 5 - Quiz and Summary</h4>- Explain the capabilities of generative AI and list possible use cases. - Identify the differences between keyword search and prompting, and list the benefits of prompting. - Describe and apply prompt design best practices. - Describe and apply approaches to improve the accuracy of generative AI responses.Attendees should have access to gemini.google.com to complete the course activities. There are no other prerequisites for this course. It aims to provide both introductory and advanced insights into generative AI, making it suitable for individuals with varying levels of AI expertise.Business professionals who apply generative AI techniques to solve common day-to-day tasks.Module 1 - What is Generative AI? Topics: - Definition of Generative AI - Capabilities of Generative AI - Tasks generative AI can help with Objectives: - Explain the capabilities of generative AI and list possible use cases. Activities: - Group discussion Module 2 - Searching vs Prompting Topics: - Differences between keyword search and prompting. - Prompt examples. - The benefits of prompting. Objectives: - Identify the differences between keyword search and prompting, and list the benefits of prompting. Activities: - Activity with Google Gemini Module 3 - Prompt Design Best Practices Topics: - The importance of prompt design - General best practices - Use prompt building blocks - Provide examples - Iterate through prompts - Define follow-up prompts - Chain-of-thought - Prompt editor Objectives: - Describe and apply prompt design best practices. Activities: - 6 Demos - 1 Activity with Google Gemini Module 4 - Improving output accuracy Topics: - Hallucinations definition - Use prompt instructions - Grounding and citations - Double-check responses - Developer settings Objectives: - Describe and apply approaches to improve the accuracy of generative AI responses. Activities: - 3 Demos - 1 Activity with Google Gemini Module 5 - Quiz and Summary3 heures2500.00660.00290.00290.00790.00350.00485.00350.00290.00290.00