What exactly is the difference between machine learning and statistics?

from blog Alex Clemmer, | ↗ original
I often get asked about the difference between statistics and machine learning. It is a tricky distinction because some things that were invented for ML (e.g., PAC theory) also get a lot of play in statistics journals, and vice-versa. To say they’re completely equivalent (which is what I often hear) is probably a bit too strong. I tend to think...