Beginner: Introduction to Generative AI Learning Path

The “Beginner: Introduction to Generative AI” learning path, managed by Google Cloud, offers a comprehensive introduction to generative AI concepts. This path comprises five activities, including courses and labs, designed to provide foundational knowledge in this rapidly evolving field.

Learning Path Overview:

1. Introduction to Generative AI: A 45-minute course that explains what generative AI is, its applications, and how it differs from traditional machine learning methods. It also introduces Google tools to help you develop your own generative AI models.

2. Introduction to Large Language Models: A 1-hour course exploring large language models (LLMs), their use cases, and how prompt tuning can enhance LLM performance. It also covers Google tools to assist in utilizing LLMs.

3. Introduction to Responsible AI: A 30-minute course aimed at explaining responsible AI, its importance, and how Google implements responsible AI in their products. It also introduces Google’s seven AI principles.

4. Prompt Design in Vertex AI: A 3-hour 45-minute course that provides skills in prompt engineering, image analysis, and multimodal generative techniques within Vertex AI. Learn to craft effective prompts, guide generative AI output, and apply Gemini models.

5. Responsible AI: Applying AI Principles with Google Cloud: A 2-hour course focusing on the practical application of responsible AI principles in enterprise AI and machine learning projects, emphasizing Google’s AI principles.

This learning path is ideal for beginners seeking to understand generative AI and its applications, providing a solid foundation for further exploration in the field.