Machine Learning Times
EXCLUSIVE HIGHLIGHTS
AI Business Value Is Not an Oxymoron: How Predictive AI Delivers Real ROI for Enterprises
  Originally published in AI Realized Now “Shouldn’t a great...
How To Un-Botch Predictive AI: Business Metrics
  Originally published in Forbes Predictive AI offers tremendous potential...
2 More Ways To Hybridize Predictive AI And Generative AI
  Originally published in Forbes Predictive AI and generative AI...
How To Overcome Predictive AI’s Everyday Failure
  Originally published in Forbes Executives know the importance of predictive...

Industry News

Making Predictive Analytics a Routine Part of Patient Care

 Over the last five years, electronic health records (EHRs) have been widely implemented in the United States, and health care systems now have access to vast amounts of data. While they are beginning to apply “big data” techniques to predict individual outcomes like post-operative complications and diabetes risk, big data remains largely a buzzword, not

Eugenics Journey to the Dark Side at the Dawn of Statistics

 April 27th was the anniversary of the death of Karl Pearson, who contributed to statistics the correlation coefficient, principal components, the (increasingly-maligned) p-value, and much more. Pearson was one of a trio of founding fathers of modern...

Predictive Analytics World For Workforce Reflections

 Here are some reflections and key takeaways. Please note this is not exhaustive! I did not see every presentation.  A sign of a great conference is how torn attendees are between concurrent presentations. Good to note that...

Sorry ARIMA, but I’m Going Bayesian

 When people think of “data science” they probably think of algorithms that scan large datasets to predict a customer’s next move or interpret unstructured text. But what about models that utilize small, time-stamped datasets to forecast dry...

Data Science at Stitch Fix

 Over the last couple of years, Stitch Fix has amassed one of the more impressive data science teams around. The team has grown to 65 people, collaborates with all areas of the business, and has a well-respected...

Democratizing Predictive Analytics For Citizen Data Scientists

 In its most recent hype cycle for emerging technologies, Gartner IT +0.31% introduced “citizen data science” and “advanced analytics with self-service delivery.” Both technologies were predicted to reach the “plateau of productivity” in 2 to 5 years...

How Stubby Datasets Can Lead to Predictive Analytics Snafus

 Here’s a question for PATIMES members interested in Big Data and predictive analytics to ponder: “When is bigger data more hazardous?” And, here’s an answer to puzzle over: “When it is wider.” Eric Siegel, executive editor of...

How Data Science and Behavioral Science Can Work Together

 If you missed this article, originally published a year ago in the Deloitte Review, it’s a unique thought leadership piece well worth the read, exploring the intersection of predictive analytics and behavioral economics and the pursuit of...

Million-Dollar Babies

 As Silicon Valley fights for talent, universities struggle to hold on to their stars THAT a computer program can repeatedly beat the world champion at Go, a complex board game, is a coup for the fast-moving field...

Model Your Workforce with Predictive Job Maps

 Over the course of their careers, many employees develop skills and new interests, and move between roles in their organizations. Over time, their movements build pathways between job roles, creating a “map” of what kinds of people...

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