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Guru Banavar, founding CTO of Viome and former VP of IBM Watson AI, discusses the future of personalized healthcare using AI and your microbiome
AI and the Future of Work: Artificial Intelligence in the Workplace, Business, Ethics, HR, and IT for AI Enthusiasts, Leaders and Academics
How to Reduce Data Dimensions to Make More Personalized Recommendations
VioM has a tremendous, you know, multi high dimensional data problem here. The number of different features we have is in the range of many tens of thousands after we have done with bioinformatics and identified the features that we care about. We use five or six different systems to essentially quantify what we call biological pathways. And each of those biological pathways, if you are a customer of VioM and you have an app from VioM, you will see the most important biological pathways that we measure in your body at the moment. But there's lots of AI going on there with both supervised learning as well as unsupervised learning for personalized recommendations.
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