If you exercise first thing in the morning (like myself), I'd say breakfast is essential shortly afterward.
Depending on your exercise goals, you may want to eat before or after exercise but it certainly isn't essential.
https://www.healthline.com/nutrition/eating-before-or-after-...
Healthline also posts articles saying it's important to eat right after exercise, so I gather they aren't speaking unilaterally in either case: