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Google Cloud

Gen AI: Unlock Foundational Concepts

Google Cloud via Coursera

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Overview

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Gen AI: Unlock Foundational Concepts is the second course of the Gen AI Leaders 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
    • This module covers key generative AI concepts and their differences, focusing on the relationship between data and AI model performance. It also differentiates between machine learning types and provides Google Cloud use cases for each.
  • Foundation Models
    • This module covers how diverse data types are leveraged in generative AI to foster innovation, solve business problems, and establish a competitive edge.
  • Responsible AI
    • This module illustrates the function of foundation models in generative AI, along with their potential and constraints.
  • Course resources
    • This module provides course review resources.

Taught by

Google Cloud Training

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