Tuesday, October 25, 2022
PRO Workshop (AI): KEYNOTE: Hugging Face -- Hyperproductive Machine Learning with Transformers and Hugging Face
According to the latest State of AI report, "transformers have emerged as a general-purpose architecture for ML. Not just for Natural Language Processing, but also Speech, Computer Vision or even protein structure prediction." Indeed, the Transformer architecture has proven very efficient on a wide variety of Machine Learning tasks. But how can we keep up with the frantic pace of innovation? Do we really need expert skills to leverage these state-of-the-art models? Or is there a shorter path to creating business value in less time?
In this code-level talk, we'll gradually build and deploy a Machine Learning application based on Transformers models. Along the way, you'll learn about the portfolio of open source and commercial Hugging Face solutions, how they can help you become hyper-productive in order to deliver high-quality Machine Learning solutions faster than ever before.
Thursday, October 27, 2022
AI Leaders Breakfast – "State of the AI/ML Industry" – our industry town hall event during AI DevWorld 2022 from 9:00 AM - 11:00 AM (PT) on Thursday, Oct 27, at the San Jose Convention Center.
This year's event will explore the explosion in activity across the AI/ML industry with the release of tools like Dalle-2, GitHub Co-Pilot, and Stable Diffusion dominating the conversation. In this town hall, we'll discuss how these tools are changing the landscape and ask our experts to guide us toward where they believe it's all headed.