Transforming Multimodal Data Management with LanceDB-Ray
Offered By: Anyscale via YouTube
Course Description
Overview
Explore the groundbreaking collaboration between LanceDB and Ray in this 31-minute breakout session from Ray Summit 2024. Discover how Lei Xu and Change She present LanceDB's innovative zero-copy schema evolution and large blob support, addressing critical challenges in managing and analyzing extensive video and audio datasets for GenAI. Learn how this integration with Ray's distributed computing capabilities enables rapid indexing, swift random access, and targeted filtering for machine learning training. Gain insights into the future of multimodal AI development and data-driven innovation as the speakers demonstrate the powerful synergy between these technologies, poised to revolutionize the field of multimodal data management.
Syllabus
Transforming Multimodal Data Management with LanceDB-Ray | Ray Summit 2024
Taught by
Anyscale
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