The invention relates to a learning machine with a communication function. A learning machine desktop comprises a growing book and a workbook and is characterized by also comprising a short message system and a contact book, wherein the short message system comprises academic records, subject analysis, developed courses of study, learning condition tables and student status cards; the contact book comprises home-school communication, inbox, sending of parent messages, sent information, release of parent evaluation and student evaluation; the workbook comprises lesson resources, teaching design, teaching instruction, class exercises and homework; the growing book comprises a student learning and growing manual, home-school communication, self-assessment and peer assessment and class information browsing; and the student learning and growing manual comprises basic conditions, growing processes, a honor list, diaries, a timetable, academic records, subject analysis, developed courses of study, learning condition tables and student status cards. The invention has the beneficial effect of solving the problem of communication and contact of learning modules in the operating system of the learning machine.