Workforce Management

Anyone who has worked in retail knows the anxiety that attends workforce scheduling for both manager and employee.  The manager wonders “Will my employees show up at the right times?” The employee wonders “Will I be scheduled for inconvenient times?  Enough hours? Too many hours?”  …

Comments Off on Workforce Management

Regularize

The art of statistics and data science lies, in part, in taking a real-world problem and converting it into a well-defined quantitative problem amenable to useful solution. At the technical end of things lies regularization. In data science this involves various methods of simplifying models,…

Comments Off on Regularize

Machine Learning and Human Bias

Does better AI offer the hope of prejudice-free decision-making?  Ironically, the reverse might be true, especially with the advent of deep learning.   Bias in hiring is one area where private companies move with great care, since there are thickets of laws and regulations in most…

Comments Off on Machine Learning and Human Bias

Oct 7: Statistics in Practice

This week we take a look at how AI encodes human bias, despite our best efforts. Our spotlight this week is on: Nov 8 - Dec 6: Deep Learning See you in class! - Peter Bruce, Chief Academic Officer, Author, Instructor, and Founder The Institute for…

Comments Off on Oct 7: Statistics in Practice
Close Menu