PyData Global 2024: Hands-on Multimodal AI Dev with Pixeltable

The tutorial session at PyData Global 2024, scheduled for December 3, focuses on Pixeltable's innovative approach to multimodal AI development, emphasizing efficient data management across various types like text, images, and video. It covers key topics such as data versioning, indexing, and the use of computed columns and iterators for orchestration, integrating with popular machine learning libraries. Participants will gain hands-on experience through practical demonstrations in data ingestion, preprocessing, video frame extraction, image processing, and the implementation of vector indexing and similarity search. The session also includes custom UDF development, with the prerequisite of basic Python programming and a fundamental understanding of machine learning concepts.

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