First, you need to sign up with mailchimp.com and they will provide an API key. You need to update that API key in Dashboard > Appearance > Theme options > General -> General Options > MailChimp API key. This is used for the newsletter signup of your site.
Please follow the instructions in the below knowledge base link for how to activate the MailChimp.
MailChimp