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...
Calculating Customer Potential with Share of Wallet
 No question about it: We, as consumers have our...
A University Curriculum Supplement to Teach a Business Framework for ML Deployment
    In 2023, as a visiting analytics professor...

Original Content

Wise Practitioner – Predictive Analytics Interview Series: Jack Levis of UPS

 In anticipation of his upcoming conference keynote presentation, UPS Analytics – The Road to Optimization, at Predictive Analytics World for Business Chicago, we asked Jack Levis – Senior Director, Process Management at UPS, a few questions about his work in predictive analytics. Q: In your work with predictive analytics, what behavior do your models predict? A:

Trust in Analytics Work: Why it’s Needed and How to Build It

 Much has been written about data-driven decision making. Someone new to analytics in business might reasonably think that the days of gut instinct and experience driving decisions are over, replaced by statistical models, machine learning methods, and...

Guiding Principles to Build a Demand Forecast

 Demand forecasting is one of the most challenging fields of predictive analytics. This is a reality that is industry agnostic – true across finance, health care, and consumer goods and retail. This will not come as a...

Wise Practitioner – Predictive Analytics Interview Series: Arcangelo Di Balsamo of IBM

 In anticipation of his upcoming conference presentation, Applied Predictive Analytics to Workload Automation, at Predictive Analytics World Chicago, June 8-11, 2015, we asked Arcangelo Di Balsamo, IBM Workload Automation Chief Architect at IBM, a few questions about...

Wise Practitioner – Predictive Analytics Interview Series: Dean Abbott of Smarter Remarketer

 In anticipation of his upcoming conference presentation, The Revolution in Retail Customer Intelligence, at Predictive Analytics World Chicago, June 8-11, 2015, we asked Dean Abbott, Co-Founder and Chief Data Scientist of Smarter Remarketer, a few questions about...

Predictive Analytics in Sports

 The world of sports has seen exponential increases in costs primarily due to salaries. To truly appreciate this fact, I had a distant relative in the NHL who in 1980 earned approximately 80K. Meanwhile, the average household...

5 Things I Learned at Predictive Analytics World for Workforce

 As a trained researcher, I’ve always been fascinated with using quantitative methods to predict human behavior in a number of settings. Although different business functions such as finance, logistics, and marketing are more mature in their use...

Predictive Analytics as a Strategic HR Solution

 This interview is the second in a series on workforce predictive analytics. APQC interviewed John Callery, Director of People Analytics at AOL. In this role, he focuses on building a predictive analytics team to ensure talent-related decisions...

Visualizations Get Some Snap from R Shiny

 “Numbers have an important story to tell. They rely on you to give them a clear and convincing voice.” –Stephen Few Every data scientist bears the burden of clearly and convincingly communicating results to a client or...

What Programming do Predictive Modelers Need to Know?

 In most lists of the most popular software for doing data analysis, statistics, and predictive modeling, the top software tools are Python and R—command line languages rather than GUI-based modeling packages. There are several reasons for this,...

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