Innovating Business Through Data: Part 12 – Next Best Action

Part 12: Next Best Action

This new series focuses on how Machine Learning, Natural Language Processing, and Robotic Process Automation are changing the face of business. Each post contain a specific use case, the business value derived, and the technology synopsis to achieve the outcome. Continue reading Innovating Business Through Data: Part 12 – Next Best Action

Don’t Miss Sponsor Knowledgent at the MDM 360 & Data Governance Summit in New York City

Knowledgent is looking forward to once again attending and sponsoring the upcoming 2018 Informatica MDM 360 and Data Governance Summit, happening Wednesday, February 28th, in New York City! Continue reading Don’t Miss Sponsor Knowledgent at the MDM 360 & Data Governance Summit in New York City

Micro-Populations and Meta-Features

What gets me up in the morning is wanting to cure cancer and positively impact lives through the use of data and analytics. Our capabilities to try and test formulations exceed our ability to effectively analyze the results. Our use of real world evidence across populations in the 100s of millions allow us to potentially detect conditions that we have cured but not yet proven the cure.

For me this is essentially a classification problem. Part of the classification problem involves micro-populations. Another part of the classification problem involves meta-features.

Micro-populations are small cohorts differentiated by a bio-marker or a drug outcome. One micro-population taking a given drug might have very positive outcomes. Continue reading Micro-Populations and Meta-Features