Machine Learning Product Strategy: Defining a New Category

Machine learning research creates solutions to long standing business problems, driving the need to create new categories. Product strategy needs to be built for the new category and adapted for a model-based product.


February 9th, 2021

Why Do Models Drift?

Data drifts. Models lose accuracy. They require monitoring to detect drift and retrain to prevent failures. Why? Let me explain in non-math terms.


February 5th, 2021

Framing a Business Problem as a Data Science Problem

Is the business problem a data science problem? Reframing the business problem answers this question and allows you to assess the feasibility of your independent project. This is a key step to move past toy projects and build one that gets you hired.


January 21st, 2021