The Bedrock of AI is Data with Nick Magnuson and Clive Bearman of Qlik | 06x01
Data is the foundation on which AI models are built, and integration of enterprise data will be the key to generative AI applications. This episode of Utilizing Tech brings Nick Magnuson and Clive Bearman from Qlik to discuss the integration of data and AI with Frederic Van Haren and Stephen Foskett. Enterprises sometimes worry that their data will never be ready for AI or that they will feed models with too much low-quality data, and overcoming this issue is one of the first hurdles. Another application for machine learning is improving data quality, organizing and tagging unstructured data for applications. The concept of curated data is an interesting one, since it promises to elevate the value of enterprise data. But what if a flood of data causes the model to make the wrong connections? If data is to be a product it must be profiled, tagged, and organized, and ML can help make this happen. The trend of generative AI is driving budgets and priorities to make data more useful and organized, but even unstructured data streams can be valuable. The application of large language models to structured data is promising as well, since it enables people to query these data sets even if they lack the background and skills to construct queries.
Hosts:
Stephen Foskett, Organizer of Tech Field Day: / sfoskett
Frederic Van Haren, CTO and Founder of HighFens, Inc.: / fredericvharen
Guest:
Nick Magnuson, Head of AI, Qlik: / nick-magnuson-0a253931
Clive Bearman, Senior Director of Product Marketing, Qlik: / clivebearman
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