Gen AI: Unlock Foundational Concepts

Overview

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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Subjects

Computer Science