Unlocking Enterprise Data with Knowledge Graphs and AI, with Juan Sequeda, Principal Scientist and Head of AI Lab at data.world

In this episode, Nathan sits down with Juan Sequeda, Principal Scientist and Head of AI Lab at data.world. They discuss how knowledge graphs can be your organization's "brain" for AI, integrating structured and unstructured data, benchmarking enterprise AI systems, and more. If you need an ecommerce platform, check out our sponsor Shopify: https://shopify.com/cognitive for a $1/month trial period.

We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com. --- LINKS: Data.world: https://data.world/

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X/SOCIALS: @labenz (Nathan) @juansequeda (Juan) @datadotworld (data.world) @CogRev_Podcast

TIMESTAMPS: (00:00:00) - Introduction to Juan Sequeda and data.world (00:01:11) - Discussion on data and generative ai (00:06:15) - Data.world's origins as an open data catalog platform ("Github for data") (00:09:35) - Using knowledge graphs and semantics to integrate and query data (00:12:52) - Main use cases for data catalogs: search/discovery, governance, data operations (00:15:00) - The process of building knowledge graphs automatically from data (00:24:29) - AI for unlocking and capturing tribal business knowledge (00:34:24) - Understanding the data landscape in enterprises (00:38:32) - The emergence of knowledge engineers and data product managers (00:40:44) - The consumer experience in data.world (00:45:36) - The importance of context in data analysis (00:46:58) - The role of AI in improving data analysis (00:48:08) - The importance of accuracy and explainability in data analysis (00:50:08) - Question cataloging in data analysis (00:51:44) - The future potential of "chat with your data" interfaces (01:18:02) - Finetuning with data vs metadata (01:29:24) - Future of enterprise data teams

This show is produced by Turpentine: a network of podcasts, newsletters, and more, covering technology, business, and culture — all from the perspective of industry insiders and experts. We’re launching new shows every week, and we’re looking for industry-leading sponsors — if you think that might be you and your company, email us at [email protected].

Release date

Lydbog: 18. januar 2024