ML Classes for Managers
A standard false impression throughout industries
Hello, and welcome to a brand new sequence the place I share frequent machine studying errors that almost all companies make. I goal to supply easy however authentic classes based mostly on misconceptions which have survived for years and by no means appear to vanish.
Right here’s lesson no 1.
Many professionals view machine studying as superior expertise that you simply deploy when different approaches fail. Of their thoughts, it’s a complicated instrument reserved for issues too advanced for standard strategies.
Due to this fact, after I speak to companies, I usually hear feedback like “We don’t want to make use of machine studying for that” or “We solved that drawback years in the past earlier than machine studying was a factor”.
Generally, these feedback are legitimate, making machine studying the fallacious expertise. Nevertheless, extra usually, they stem from a false perception that their conventional strategy is the simple different, and that false impression results in companies sticking with and sustaining outdated options.
The fact is that machine studying is a incredible instrument for creating strong and easy-to-maintain options to easy issues. You may usually exchange…