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Michelle Gill - Keynote: Scientific Discovery: From the Lab Bench to the GPU | PyData NYC 2023

www.pydata.org Keynote by Michelle Gill Scientific discovery is being transformed at all stages by advances in computational methods in chemistry and biology. This talk will provide an introduction to the research and development my team does to build BioNeMo, a framework for the the development and use of deep learning models for drug discovery. It will conclude with a discussion of my transition from structural biologist to machine learning scientist and lessons learned while growing a team from two to 40 developers. PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R. PyData conferences aim to be accessible and community-driven, with novice to advanced level presentations. PyData tutorials and talks bring attendees the latest project features along with cutting-edge use cases. 00:00 Welcome! 00:10 Help us add time stamps or captions to this video! See the description for details. Want to help add timestamps to our YouTube videos to help with discoverability? Find out more here: https://github.com/numfocus/YouTubeVi...