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Gen AI: Unlock Foundational Concepts

Google via Google Cloud Skills Boost

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Overview

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Gen AI: Unlock Foundational Concepts is the second course of the Gen AI Leader learning path. In this course, you unlock the foundational concepts of generative AI by exploring the differences between AI, ML, and gen AI, and understanding how various data types enable generative AI to address business challenges. You also gain insights into Google Cloud strategies to address the limitations of foundation models and the key challenges for responsible and secure AI development and deployment.

Syllabus

  • Core gen AI concepts
    • Introduction to gen AI foundational concepts
    • Understanding AI, ML, and generative AI
    • What is data
    • Types of learning
    • Turning data into learning using Google Cloud
    • Quiz 1
  • Foundation Models
    • Deep learning, generative AI, and foundation models
    • Choosing a model
    • Google strategies for foundation model limitations
    • Quiz 2
  • Building AI securely and responsibly
    • Secure AI
    • Responsible AI
    • Quiz 3
  • Course resources
    • Course study guide
  • Your Next Steps
    • Course Badge

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