ML Classes for Managers
Hello, and welcome to a brand new collection the place I share widespread machine studying errors that almost all companies make. I goal to supply easy however authentic classes primarily based on misconceptions which have survived for years and by no means appear to vanish.
Right here’s lesson #1.
Many professionals view machine studying as superior know-how that you just deploy when different approaches fail. Of their thoughts, it’s a classy device reserved for issues too advanced for typical strategies.
Subsequently, 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 downside years in the past earlier than machine studying was a factor”.
Typically, these feedback are legitimate, making machine studying the mistaken know-how. Nevertheless, extra usually, they stem from a false perception that their conventional method is the simple various, and that false impression results in companies sticking with and sustaining outdated options.
The fact is that machine studying is a implausible device for creating sturdy and easy-to-maintain options to easy issues. You’ll be able to usually substitute…