Template libraries in the context of Email Marketing are collections of pre-designed email templates that marketers can use to create their email campaigns. These libraries often include a wide range of templates catering to different purposes such as newsletters, promotional emails, transactional emails, and more. They are designed to save time and ensure consistency in email design.