Machine Learning Times
Machine Learning Times
EXCLUSIVE HIGHLIGHTS
Effective Machine Learning Needs Leadership — Not AI Hype
 Originally published in BigThink, Feb 12, 2024.  Excerpted from The...
Today’s AI Won’t Radically Transform Society, But It’s Already Reshaping Business
 Originally published in Fast Company, Jan 5, 2024. Eric...
A University Curriculum Supplement to Teach a Business Framework for ML Deployment
    In 2023, as a visiting analytics professor...
The AI Playbook: Providing Important Reminders to Data Professionals
 Originally published in DATAVERSITY. This article reviews the new...

Original Content

Wise Practitioner – Predictive Analytics Interview Series: Bryan Guenther of RightShip

 In anticipation of his upcoming conference presentation, The Impact of Predictive Analytics on Maritime Safety and Efficiency, at Predictive Analytics World San Francisco, March 29-April 2, 2015, we asked Bryan Guenther, Qi Program Manager at RightShip, a few questions about his work in predictive analytics. Q: In your work with predictive analytics, what behavior do

Wise Practitioner – Predictive Analytics Interview Series: Aaron Lanzen of Cisco

 In anticipation of his upcoming conference presentation, Integrating Predictive Models within a Rules Engine for Resource Allocation, at Predictive Analytics World San Francisco, March 29-April 2, 2015, we asked Aaron Lanzen, Solutions Architect – Business Rules &...

Wise Practitioner – Predictive Analytics Interview Series: David Schey of Digitas

 In anticipation of his upcoming conference presentation, Uplift Modeling Versus Traditional Response Modeling – Which One is Right for You?, at Predictive Analytics World San Francisco, March 29-April 2, 2015, we asked David Schey, Senior Director, Analytic...

It is a Mistake to…. Extrapolate

 (Part 8 (of 11) of the Top 10 Data Mining Mistakes, drawn from the Handbook of Statistical Analysis and Data Mining Applications) Modeling “connects the dots” between known cases to build up a plausible estimate of what...

Wise Practitioner – Workforce Predictive Analytics Interview Series: Carl Schleyer of 3D Results

 In anticipation of his upcoming Predictive Analytics World for Workforce conference presentation, Using Predictive Analytics to Create a Leadership Index, Greta Roberts interviewed Carl Schleyer, People Strategist & Senior Principal Consultant Workforce Analytics and Planning at 3D Results. View the Q-and-A below...

The Trouble with Numbers

 Previous discussions in other publications have often revolved around the notion of the “Trouble with Data”. But the output of data is often numbers in a report or table. The notion of the “trouble with data” can...

Wise Practitioner – Predictive Analytics Interview Series: Josh Hemann of Activision

 In anticipation of his upcoming conference presentation, Cheating Detection in Call of Duty, at Predictive Analytics World San Francisco, March 29-April 2, 2015, we asked Josh Hemann, Director – Analytic Services at Activision, a few questions about his...

Practical Predictive Modeling: Quick Variable Selection

 This post is largely excerpted from Dean Abbott’s book Applied Predictive Analytics (Wiley, 2014) Many predictive modeling projects include hundreds of candidate input variables as a part of the analysis, including original variables and new features created...

It is a Mistake to…. Discount Pesky Cases

 (Part 7 (of 11) of the Top 10 Data Mining Mistakes, drawn from the Handbook of Statistical Analysis and Data Mining Applications) Outliers and leverage points can greatly affect summary results and cloud general trends. Yet, one...

Wise Practitioner – Workforce Predictive Analytics Interview Series: Scott Gillespie, Managing Partner of tClara

 In anticipation of his upcoming Predictive Analytics World for Workforce conference presentation, Using Predictive Analytics to Predict and Manage “Road Warrior” Burnout (Frequent Travelers), we interviewed Scott Gillespie, Managing Partner of tClara. View the Q-and-A below to...

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