The AI Summit New York

2022 Agenda

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Presentation: The Future - Exploring Data Sources and Data Observability to Mitigate Production Issues

Dec 07, 2022
Practitioners Stage
With the increase of data coming in from sources like the web, IoT, mobile devices and other external sources it can be hard to sort through the unstructured data, leading to problems later in the production cycle. We explore how data observability and anomaly detection can help mitigate this by plugging gaps in real data you don’t have, to allow for full scope. We will address how to avoid things like bias creeping into your data and how this affects the likes of NLP and Computer Vision.
Speakers
Sam Stone, Director of Product Management, Pricing and Data - Opendoor
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