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BayesDB and VizGPM.js: open-source AI for visually exploring complex databases — Richard Tibbetts (MIT)
Oct
11
12:00 PM12:00

BayesDB and VizGPM.js: open-source AI for visually exploring complex databases — Richard Tibbetts (MIT)

Artificially intelligent data products don’t have to be limited to answering simple natural language queries. Navigation, search, and retrieval of structured data, even by sophisticated domain experts, benefit from using AI to infer data’s latent structure. Using open source BayesDB and VizGPM.js, we demonstrate interfaces for browsing US census and software performance data.

Richard Tibbetts is a software entrepreneur, database and programming languages nerd, a Visiting Scientist at MIT Probabilistic Computing and a leader of the "BayesDB": probcomp.csail.mit.edu/bayesdb open source project. Prior to MIT Richard was founder and CTO at StreamBase, a CEP company that merged with TIBCO in 2013. Richard is also the CEO of Empirical Systems a stealth mode startup.

Twitter: @tibbetts - Linkedin - Website

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Prediction | Production: Lessons from ‘Over-the-wall’ — Stuart Bailey (Open Data Group)
Oct
11
11:00 AM11:00

Prediction | Production: Lessons from ‘Over-the-wall’ — Stuart Bailey (Open Data Group)

Data Science and Dev Ops teams live on opposite sides of a wall in most organizations. Despite the separation, these teams should work together to develop a coherent process to release analytic products, support those products and maintain sanity. We propose an institutional capability, ‘Analytic Operations’, to support data-driven processes within lines-of-business. We hope to share lessons learned practicing Analytic Ops and present a set of best practices for Analytic Ops teams. We also demo open source tools that reduce frictions between Data Science and Ops/Deployment teams.

Stuart Bailey is a partner and the Chief Technology Officer at the Open Data Group. He is a technologist and entrepreneur who has been focused on analytic and data intensive distributed systems for over two decades. Prior to Open Data Group, Stuart was the founder and most recently Chief Scientist of Infoblox (NYSE:BLOX), a Sequoia Capital-backed company. More than half the Fortune 500 rely on the Infoblox automated distributed system solutions for essential, software-based network control.

Twitter: @stu_bailey - Linkedin

 

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