Over the past few years, upping your exercise game has started to feel like getting a degree in data science.

There are glucose monitors and sweat patches, sleep trackers and step trackers, heart rate monitors and cadence sensors. There are watches and rings and armbands and chest straps and clip-on monitors that promise to estimate your VO2 max, your breathing and more.