The attitude that you need a PhD to practice ML is over a half-decade old. Modern ML tooling has progressed enough that not only is a PhD not necessary, but ov

The attitude that you need a PhD to practice ML is over a half-decade old. Modern ML tooling has progressed enough that not only is a PhD not necessary, but overcomplicating ML model construction fully utilizing said PhD can easily lead to technical debt and make things worse.