Getting in the Flow with Snorkel AI
Practical AI
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Snorkel: From Open Source to Enterprise
This chapter explores the differences between Snorkel open source and Snorkel Flow, focusing on their functionalities and applications in machine learning. It highlights key advantages of using Snorkel Flow for managing end-to-end pipelines and scaling labeling techniques, including a practical case study on training a document classifier. The discussion also addresses the transition from open-source tools to enterprise solutions, emphasizing the need for structured guidance and effective data management.
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