Systems and methods for electronic lesson management are provided. Some embodiments include creating a new lesson offering, receiving at least one characteristic for the new lesson offering, and predicting a desired roster for the new lesson offering, where the desired roster includes at least one student, and where the desired roster for the new lesson is predicted from the at least one characteristic. Some embodiments include sending an invitation to the at least one student to sign up for the new lesson.