Welcome again to a brand new ML Lesson for Managers and Engineers, the place I share machine studying classes drawn by errors and misconceptions I encounter throughout industries working my firm, NextML! 🔥
As we speak, we’re an error frequent amongst even essentially the most skilled machine studying engineers and knowledge scientists. I’ve seen it throughout industries, in massive and small firms, and for a variety of use instances.
The error is to flood algorithms with simple examples throughout coaching, resulting in slower studying, worse generalization, and better sensitivity to outliers.
Much more crucial for many companies, gradual coaching of machine studying algorithms burns by way of your funds quicker than needed!
Observe: In my expertise, managers make unhealthy selections about their machine studying and AI technique as a result of they don’t perceive the know-how. I wish to change that by offering classes with a superb stability between technical understanding and underlying reasoning.