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 – 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 see how Scott has incorporated predictive analytics into the workforce of tClara. Also, glimpse what’s in store for

Want to Improve Your Prototype-to-Production Analytics Process? Embrace Thinking Inside the Box

 Anyone in the business of analytics knows that the work is often highly iterative, exploratory and ill-defined. In my experience, as hard as it is to fit models that let us understand complex relationships and make predictions,...

Using Decision Trees in Variable Creation: Minimizing Information Loss-Part 1

 Numerous articles have been written about the use of decision trees to create predictive models. The literature has been rich in detail about the varying techniques and methodologies used to create decision trees. Different approaches in terms...

Predictive Analytics turns Multi Channel Retailing into Omni Channel Retailing.

 Multi Channel retailing has existed for a very long time, it’s certainly not a new phenomena, however, the transition to Omni Channel retailing is becoming increasingly popular among leading retailers. In this article, we’re going to look...

Eric Siegel Discusses Predictive Analytics and Civil Liberties on KCRW’s Radio Show

 Last week on “To the Point,” an NPR-syndicated radio show, Predictive Analytics World founder Eric Siegel discussed predictive analytics in relation to civil liberties. While being interviewed along with a WSJ journalist, a New York Times/New Yorker...

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

 In anticipation of his upcoming conference keynote and workshops at Predictive Analytics World San Francisco, March 29-April 2, 2015, we asked Dean Abbott, Co-Founder and Chief Data Scientist of Smarter Remarketer, a few questions about his work...

Wise Practitioner – Predictive Analytics Interview Series: Elpida Ormanidou of Walmart

 In anticipation of Predictive Analytics World for Workforce, March 31-April 1, 2015, Conference Chair Greta Roberts interviewed keynote speaker Elpida Ormanidou, Vice President, Global People Analytics at Walmart. View the Q-and-A below to see how Ms. Ormanidou...

Future of Analytics: Big Data Integration, Transforming Organizations and Processes, Providing Speed and Foresight

 With Analytics being a buzzword, most business executives have in some form thought or talked about role of Analytics in their businesses. 4i had recently conducted annual benchmarking survey, talking to Consumer Insights and Analytics executives at...

Haystacks and Needles: Anomaly Detection

 Anomalies vs Outliers Anomaly detection, or finding needles in a haystack, is an important tool in data exploration and unsupervised analytic modeling. Anomaly detection also creates a path to supervised modeling by singling out key examples that...

Auditing the Data When Deploying Predictive Analytics Solutions

 Much of the discussion in the predictive analytics discipline tends to deal with techniques and approaches that will help resolve a given business challenge or problem. In any approach or technique, though, integration of both technical(i.e. mathematics...

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