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categories: Technology & Innovation

Technology
SDG 4: Quality Education

Gen AI: Unlock Foundational Concepts

New
Duration: 3 h 0 m / 10 lessons

Level: General

Course Language: Arabic

By the end of this course, you will be able to

  • Define and describe the core gen AI concepts.

  • Explain how various data types are used in generative AI to solve business problems, drive innovation, and gain a competitive advantage.

  • Explain the role of foundation models in generative AI, including their capabilities and limitations.

  • 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 within an organization.

Course Details

  • 3 h 0 m/10 lessons
  • Last updated: 10/6/2026
  • 3 Quiz
  • 1 learning resources
  • Course completion certificate

Course Content

1.

Introduction to Gen AI Foundational Concepts

2.

Understanding AI, ML, and Generative AI

3.

What Is Data?

4.

Types of Learning

5.

Turning Data Into Learning Using Google Cloud

Quizzes
1.

Deep Learning, Generative AI, and Foundation Models

2.

Choosing a Model

3.

Google Strategies for Foundation Model Limitations

Quizzes
1.

Secure AI

2.

Responsible AI

Quizzes
learning resources

About this course

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.

Course requirements and prerequisites

Course 1: Gen AI: Beyond the Chatbot

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