Most businesses identify with training as an event — a thing you plan for, that then happens, and then has passed.
It might be a weekly meeting with a group of people, a class in a faraway city, a trainer visiting your shop, or perhaps some online class you can take. A training event, under this definition, is just a fraction of what constitutes training. Training is a process and events are a part of the ongoing process of training.