This beginner-friendly workshop will introduce the fundamentals of generative AI and cover some advanced topics, including Transformers, GANs (Generative Adversarial Networks), Diffusion Models, Reinforcement Learning from Human Feedback, and large language models (for short LLMs). Hands-on demos on Gemini and langChain APIs will be shared to help attendees better understand and stay on top of these hot topics in ML.

1. Generative AI foundations: from transformers to LLMs
Google generative AI APIs
2. Introduction to Gemini API
3. Multimodality with Gemini: Unleashing the Power of Text, Audio, Videos, Images, and More
4. Multi-agents applications using Vertex AI reasoning engine and agents builder