I have been an applied data scientist for 10 years. I have built over 100k models using python, databricks and DataRobot. I have never seen a DL model out compete all the other algorithms. Granted I am largely working with structured business data, but nonetheless DL isn't really competitive.
elmcity2019 t1_j9jm4nq wrote
Reply to [D] "Deep learning is the only thing that currently works at scale" by GraciousReformer
I have been an applied data scientist for 10 years. I have built over 100k models using python, databricks and DataRobot. I have never seen a DL model out compete all the other algorithms. Granted I am largely working with structured business data, but nonetheless DL isn't really competitive.