761: Gemini Ultra: How to Release an A.I. Product for Billions of Users, with Google's Lisa Cohen

Google's Gemini Ultra takes the spotlight this week, as host Jon Krohn welcomes Lisa Cohen, Google's Director of Data Science and Engineering, for a conversation about the launch of Gemini Ultra. Discover the capabilities of this cutting-edge large language model and how it stands toe-to-toe with GPT-4. Lisa shares her insights on the development, rollout, and potential of Gemini Ultra in reshaping various sectors. Whether you're a data science professional, tech enthusiast, or curious about the future of AI, this episode offers a deep dive into one of the most significant advancements in artificial intelligence.This episode is brought to you by Ready Tensor, where innovation meets reproducibility, and by Intel and HPE Ezmeral Software Solutions. Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.In this episode you will learn:• Google’s Gemini model family and Lisa's key responsibilities [04:55]• How LLMs will transform the practice of Data Science [19:47]• Lisa on prompt engineering and reinforcement learning from human feedback [24:38]• How to fine-tune Gemini models with Google's Vertex AI [30:52]• How AI-assistants will transform life and work for everyone from data scientists to educators to children [47:14]• The challenges of developing a data-centric culture [57:31]• Centralized vs decentralized data science teams [1:03:50]Additional materials: www.superdatascience.com/761