Yes, it is normal to get spam emails once in a while. When you provide your email address somewhere online, there’s a chance the services behind will sell your email address to third-party companies who will send you spam emails.
Having said that, it’s not normal to have a sudden influx of spam emails. If that’s the case for you, consider investing in some anti-spam software or getting a new email address.