Build your ultimate AI agent
Course Description
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.
Prerequisites
There are no prerequisites for this course
Curriculum
Course outline
1
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.
- Introduction to gen AI foundational concepts50 XP
- Understanding AI, ML, and generative AI50 XP
- What is data50 XP
- Data types50 XP
- Types of learning50 XP
- Turning data into learning using Google Cloud50 XP
- Quiz Question 150 XP
- Quiz Question 250 XP
- Quiz Question 350 XP
- Quiz Question 450 XP
- Quiz Question 550 XP
- Quiz Question 650 XP
2
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.
3
Building AI securely and responsibly
This module illustrates the function of foundation models in generative AI, along with their potential and constraints.
4
Course resources
This module provides course review resources.
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Gen AI: Unlock Foundational Concepts
Course
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