Solving the Display Interaction Problem
The Measurement Minute with Gary Angel Shopper journey measurement is like most analytics. When you start to answer basic questions with the data - deeper ones immediately pop-up. And wi...
ML Model Coherence
The Measurement Minute by Gary Angel When you use human annotation or data factory techniques to create ML training data, there's always a risk that your training data won't match the re...
Life is Pain
The Measurement Minute with Gary Angel I recently did a series of tweets (then collected them in a blog) highlighting the steps in the enterprise analytics journey from initial attempts ...
From Data Science Studio to Production : A Model’s Journey
The Measurement Minute with Gary Angel If building models is a snap (as per the last Measurement Minute), operationalizing them definitely isn't. In our work, moving models for ML Studio...
Machine Learning: Model building isn’t the hard part
The Measurement Minute with Gary Angel Machine Learning is at the stage just before widespread adoption when lots of potential users are worried about how hard it is. It isn't easy (not ...
Variation Bottlenecks – How Creative can Limit Analytics
The Measurement Minute with Gary Angel Analytics - and especially machine learning - require lots of variation. Often enough that's not a problem. But particularly when it comes to creat...
Loss Prevention and Shopper Analytics
The Measurement Minute with Gary Angel Combining loss prevention and shopper analytics sure looks attractive when you consider the cost and friction in duplicating your in-store camera i...
Scale Efficiency and ML – Why Our Short-Attention Span Matters
The Measurement Minute with Gary Angel Thinking about when to use machine learning? Defined outcomes and clock-time efficiency are both important. But so too is the scale of the problem ...
McDonald’s Just Bought Dynamic Yield for $300 Million – It’s not your typical acquisition
The Measurement Minute with Gary Angel Acquisitions are a dime (or $300 million) a dozen these days. But McDonald's acquisition of Dynamic Yield is definitely an out-of-the-box strategic...