AWS Generative AI Leader

In this course, you will take a journey from a broad overview of gen AI to understanding how to leverage gen AI and Google Cloud for organizational transformation.

AWS Generative AI Leader Benefits

• Upon completing this course, students should be able to:

  • Describe how generative AI transforms organizations across business functions and industries. 
  • Define core gen AI concepts (artificial intelligence, gen AI, machine learning, etc.).
  • Identify the core layers of the gen AI landscape (applications, agents, platforms, models, and infrastructure).
  • Explain how you can combine the components of generative AI agents to build powerful solutions.
  • Identify Google Cloud products and solutions that support the implementation and scaling of generative AI initiatives.

• Prerequisites

  None.

AWS Generative AI Leader Course Outline

Learning Objectives

Module 1: Gen AI: Beyond the Chatbot

• Discover how generative AI transforms organizations across business functions and industries.
• Explore how generative AI uses foundation models and prompt engineering to create value.
• Identify Google Cloud's unique strengths in the field of generative AI.
• Explain the Google-Cloud-recommended steps to successfully implement a transformational gen AI solution.

Module 2: Gen AI: Unlock Foundational Concepts

• Define core generative AI concepts.
• Explain how data types are used in generative AI for business solutions, innovation, and competitive edge.
• Explain the role of foundation models in generative AI.
• Describe the Google-Cloud-recommended strategies for handling LLM limitations.
• Describe the challenges and key factors involved in responsibly and securely developing and deploying AI.

Module 3: Gen AI: Navigate the Landscape

• Describe the layers of the gen AI landscape.
• Determine strategic entry points within the gen AI landscape to address specific business needs and drive innovation.
• Describe the components of the Google Cloud gen AI portfolio.
• Explain how Google Cloud’s AI-optimized resources support gen AI development.
• Describe the business factors to consider when deciding what to use for specific applications 

Module 4: Gen AI Apps: Transform Your Work

• Explain prompt engineering techniques and how they drive better results.
• Develop automated workflows by using generative AI prompt templates and tools.
• Describe the core functionality and business value of using Gemini for Google Workspace.
• Describe the core functionality and business value of using Gemini for Google Cloud.

Module 5: Gen AI Agents: Transform Your Organization

• Define the components of generative AI agents and how they work together.
• Explain how you can combine the components of generative AI agents to build powerful solutions.
• Describe how you can use Google Cloud’s gen AI products to create generative AI agents and solutions.
• Explain how to effectively lead and manage organizational transformation with gen AI.