Beginner: Introduction to Generative AI Learning Path
This learning path provides an overview of generative AI concepts, from the fundamentals of large language models to responsible AI principles.
Practical information:
Georganiseerd door:
Modules
01 - Introduction to Generative AI
This is an introductory level
microlearning course aimed at explaining what Generative AI is, how it
is used, and how it differs from traditional machine learning methods.
It also covers Google Tools to help you develop your own Gen AI apps.
02 - Introduction to Large Language Models
This is an introductory level
micro-learning course that explores what large language models (LLM)
are, the use cases where they can be utilized, and how you can use
prompt tuning to enhance LLM performance. It also covers Google tools to
help you develop your own Gen AI apps.
03 - Introduction to Responsible AI
This is an introductory-level
microlearning course aimed at explaining what responsible AI is, why
it's important, and how Google implements responsible AI in their
products. It also introduces Google's 7 AI principles.
04 - Prompt Design in Vertex AI
Complete the introductory Prompt Design in Vertex AI skill badge to demonstrate skills in the following: prompt engineering, image analysis, and multimodal generative techniques, within Vertex AI. Discover how to craft effective prompts, guide generative AI output, and apply Gemini models to real-world marketing scenarios.
05 - Responsible AI: Applying AI Principles with Google Cloud
As the use of enterprise Artificial Intelligence and Machine Learning continues to grow, so too does the importance of building it responsibly. A challenge for many is that talking about responsible AI can be easier than putting it into practice. If you’re interested in learning how to operationalize responsible AI in your organization, this course is for you.
In this course, you will learn how Google Cloud does this today, together with best practices and lessons learned, to serve as a framework for you to build your own responsible AI approach.