Machine Learning Times
Machine Learning Times
EXCLUSIVE HIGHLIGHTS
Climate Tech Needs Machine Learning, Says PAW Climate Conference Chair
  Straight from the horse’s mouth – the founding...
Predictive Policing: Six Ethical Predicaments
  Originally published in KDNuggets. This article is based...
Measuring Invisible Treatment Effects with Uplift Analysis
  Models make predictions by identifying consistent correlations in...
Machine Learning: Business Leaders Must Take an Enlightening Look Under Its Hood (New Training Program)
  In this article, I identify unmet learner needs...

Original Content

The Computer Knows Who You Are

There's a surprising twist. While some question whether the prescient machines that drive decisions by way of induction and prediction are trustworthy, an emerging problem is that they often predict too well. Predictive technology is so powerful, it reveals a future often considered private...

Interview With Predictive Analytics Author Eric Siegel

We live in an era of Big Data and predictive analytics, and Nate Silver's not the only one who's noticed this. I recently sat down with Dr. Eric Siegel to talk about new book, Predictive Analytics: The...

Do Predictive Modelers Need to Know Math?

Predictive analytics is just a bunch of math, isn’t it? After all, algorithms in the form of matrix algebra, summations, integrals, multiplies and adds are the core of what predictive modeling algorithms do. Even rule-based approaches need...

Five Reasons Siegel’s Predictive Analytics Book Matters to Experts

My new book—Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die ( from publisher John Wiley; foreword by Thomas H. Davenport)—is a revealing, accessible primer positioned to appeal well outside our...

The Future of Prediction: Predictive Analytics in 2020

Good morning. It's January 2, 2020, the first workday of the year. As you drive to the office, the only thing predictive analytics doesn't do for you is steer the car (yet that's coming soon as well)...

The Future Directions for Text Analytics

At the Boston Text Analytics World, held on October 3-4, one of the themes of the conference was the future of text analytics. The program chair, Tom Reamy, gave a keynote presentation on that theme,

How the Obama Camp Analytically Persuaded Millions of Voters

Elections hang by a thinner thread than you think...

What We Should Take Home From Predictive Analytics Conferences

Why should one go to a predictive analytics conference? What should one take home from a conference like PAW? There are lots of reasons conferences are valuable including interacting with thought leaders and practitioners during sessions and...

Three Ways to Get Your Predictive Models Deployed

We all know that given reasonable data, a good predictive modeler can build a model that works well and helps make makes better decisions than what is currently used in your organization (at least in our own...

Why Predictive Modelers Should be Suspicious of Statistical Tests

Well, the danger is really not the statistical test per se, it the interpretation of the statistical test...

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