As a general rule, it’s better to speak to your boss when resigning, rather than doing it by email. After your conversation, send a follow up email — but don’t do it by email initially.
You don’t owe any explanation. However, you can say that you want to pursue other opportunities or that your interests have changed and you want to go in a new direction.
Good luck!
The Wolf