Building an Autonomous Knowledge Graph with Mike Tung - #319
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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Navigating Data Extraction with Machine Learning
This chapter examines the user developer experience with a data extraction product that employs machine learning techniques. It covers methods like extraction APIs, crawlbots, and knowledge graphs, emphasizing their advantages over traditional web scraping. The discussion also highlights the importance of accuracy and validation in building comprehensive knowledge representations, while addressing the challenges faced in sourcing and maintaining data integrity.
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