That's a pretty large chip. There are DIY kits for touching up small chips, basically paint, that might help. But you'll always notice it. It won't be permanent, you'll probably have to redo it every few years.
There are also professional tub refinishers who may may be able to do a better job, but may also recommend coating the entire thing.