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How to Operationalize Knowledge for Data-Centric AI

Offered By: Snorkel AI via YouTube

Tags

Data Science Courses Machine Learning Courses Ontology Courses Unstructured Data Courses Data Labeling Courses Data-Centric AI Courses Snorkel AI Courses

Course Description

Overview

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Explore the philosophy and practical implications of data-centric AI in this 19-minute conference talk by Snorkel AI CEO and co-founder Alex Ratner. Delve into the critical role of data in AI systems and the challenges posed by unstructured and messy data. Discover how Snorkel's data-centric AI platform helps organizations operationalize knowledge, encode expertise, and leverage existing ontologies to programmatically label unstructured data. Learn about techniques for quickly generating massive training datasets for modern AI applications. Gain insights into the practical implementation of data-centric AI approaches and their potential impact on various industries.

Syllabus

How To Operationalize Knowledge for Data-Centric AI


Taught by

Snorkel AI

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