The Optical AI Revolution
The Measurement Minute with Gary Angel Store Measurement with camera has been challenged by the cost and the capability to follow shoppers from camera to camera. Edge-based AI coupled 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 ...
Scenes from an Analytics Journey
This past week or so I posted a long series of tweets based on my upcoming presentation at the Marketing Analytics Summit in Las Vegas. #MAS19 bit.ly/MAS19LV The presentation is structur...
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...
Actionable Analytics
The Measurement Minute with Gary Angel Everyone (including me) likes to tout analytics ROI and actionable analytics. But the truth is that direct, actionable results from analytics are l...
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...