This paper considers the questions about the possibility of using data about the students presented in electronic form to build their digital portraits.  A set of characteristics necessary for its construction is proposed, a data model is designated.

Implemented tools for collecting data about students from social networks and other Internet resources. Algorithms for constructing a digital portrait are proposed. The application of machine learning algorithms for these tasks is illustrated. Examples of the use of digital portraits in education are given.