EDMGAGOGoogleGO-EDMGA1.0<ul> <li>Define generative AI and distinguish between generative AI and other types of AI.</li><li>Define the potential personas affected by generative AI and how they can leverage this new technology.</li><li>Gain insights into real-world generative AI use cases across industries, such as Retail, Automotive, Software Development, and Financial Services.</li><li>Identify and prioritize possible applications in your organization.</li><li>Understand the pillars of Responsible AI and how it relates to generative AI.</li><li>Explain the importance and value of prompt design.</li><li>Design effective prompts following general best practices.</li></ul><h4>Module 1 - Understanding Generative AI</h4><p> <strong>Topics:</strong> </p> <ul> <li>Generative AI vs. AI/ML</li><li>Gen AI Use Cases</li><li>Business Applications of Gen AI</li></ul><p><strong>Objectives:</strong> </p> <ul> <li>Define generative AI as a subset of AI.</li><li>Discuss AI&#039;s potential impact on organizations.</li><li>Provide examples of generative AI applications.</li></ul><h4>Module 2 - Generative AI in your Organization</h4><p> <strong>Topics:</strong> </p> <ul> <li>Personas and products</li><li>Business audience: Workspace</li><li>Consumer AI products vs. Enterprise AI</li><li>General Audience: Vertex AI Studio</li><li>AI Practitioners: Model Garden</li><li>Power Users: Vertex AI Agent Builder</li></ul><p><strong>Objectives:</strong> </p> <ul> <li>Define the different personas in your organization for generative AI.</li><li>Explore different services for the different personas in your organization.</li></ul><h4>Module 3 - Industry Use Cases</h4><p><strong>Topics:</strong> </p> <ul> <li>Common business challenges</li><li>Use cases across different industries</li></ul><p><strong>Objectives:</strong> </p> <ul> <li>Understand common business challenges across different industries.</li><li>Explore use cases for generative AI across different industries.</li></ul><h4>Module 4 - Generative AI Case Study</h4><p><strong>Topics:</strong> </p> <ul> <li>Use case identification</li><li>Scoping considerations</li><li>Use case prioritization and evaluation</li></ul><p><strong>Objectives:</strong> </p> <ul> <li>Identify Gen AI use cases for your organization.</li><li>Evaluate and prioritize generative AI use cases.</li></ul><p><strong>Activities:</strong> </p> <ul> <li>Activity: Brainstorm Gen AI use cases for your organization</li></ul><h4>Module 5 - Responsible AI</h4><p> <strong>Topics:</strong> </p> <ul> <li>Data Privacy at Google</li><li>AI and responsibility</li><li>Google&rsquo;s AI principles</li><li>Responsible AI best practices</li></ul><p><strong>Objectives:</strong> </p> <ul> <li>Learn how Google approaches Responsible AI.</li><li>Define the pillars of Responsible AI at Google.</li><li>Understand the relationship between data privacy and generative AI.</li></ul><h4>Module 6 - Prompt Design</h4><p> <strong>Topics:</strong> </p> <ul> <li>What is prompt design and why is it important?</li><li>Prompt content types</li><li>Prompt design strategies</li><li>Iterating prompts for improvement</li></ul><p><strong>Objectives:</strong> </p> <ul> <li>Understand the importance of prompt design for generative AI.</li><li>Write effective prompts for interacting with LLMs.</li></ul><p><strong>Activities:</strong> </p> <ul> <li>Lab: Introduction to Prompt Design</li></ul><h4>Module 7 - Improving Prompts</h4><p> <strong>Topics:</strong> </p> <ul> <li>Prompt design vs. prompt engineering</li><li>Zero-shot and few-shot prompting</li><li>Chain of thought prompting</li><li>Overview of additional techniques</li></ul><p><strong>Objectives:</strong> </p> <ul> <li>Use prompt design strategies to improve output from LLMs.</li></ul><p><strong>Activities:</strong> </p> <ul> <li>Lab: Improving Your Prompts</li><li>Optional Lab: Writing Prompts for Gemini Pro Vision</li></ul>- Define generative AI and distinguish between generative AI and other types of AI. - Define the potential personas affected by generative AI and how they can leverage this new technology. - Gain insights into real-world generative AI use cases across industries, such as Retail, Automotive, Software Development, and Financial Services. - Identify and prioritize possible applications in your organization. - Understand the pillars of Responsible AI and how it relates to generative AI. - Explain the importance and value of prompt design. - Design effective prompts following general best practices.Module 1 - Understanding Generative AI Topics: - Generative AI vs. AI/ML - Gen AI Use Cases - Business Applications of Gen AI Objectives: - Define generative AI as a subset of AI. - Discuss AI's potential impact on organizations. - Provide examples of generative AI applications. Module 2 - Generative AI in your Organization Topics: - 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 Objectives: - Define the different personas in your organization for generative AI. - Explore different services for the different personas in your organization. Module 3 - Industry Use Cases Topics: - Common business challenges - Use cases across different industries Objectives: - Understand common business challenges across different industries. - Explore use cases for generative AI across different industries. Module 4 - Generative AI Case Study Topics: - Use case identification - Scoping considerations - Use case prioritization and evaluation Objectives: - Identify Gen AI use cases for your organization. - Evaluate and prioritize generative AI use cases. Activities: - Activity: Brainstorm Gen AI use cases for your organization Module 5 - Responsible AI Topics: - Data Privacy at Google - AI and responsibility - Google’s AI principles - Responsible AI best practices Objectives: - Learn how Google approaches Responsible AI. - Define the pillars of Responsible AI at Google. - Understand the relationship between data privacy and generative AI. Module 6 - Prompt Design Topics: - What is prompt design and why is it important? - Prompt content types - Prompt design strategies - Iterating prompts for improvement Objectives: - Understand the importance of prompt design for generative AI. - Write effective prompts for interacting with LLMs. Activities: - Lab: Introduction to Prompt Design Module 7 - Improving Prompts Topics: - Prompt design vs. prompt engineering - Zero-shot and few-shot prompting - Chain of thought prompting - Overview of additional techniques Objectives: - Use prompt design strategies to improve output from LLMs. Activities: - Lab: Improving Your Prompts - Optional Lab: Writing Prompts for Gemini Pro Vision1 jour595.00650.00660.00820.00950.00950.00950.00790.00950.00