Abstract: The article is concerned with problem of increasing efficiency of students' training in a technical university. Special
attention is paid to the choice of educational digital resource architecture. To solve the problem of curriculum linearity and
insufficient feedback Jordan's neural network is used. The optimal neural network learning algorithm has been chosen. The article
gives a detailed anylises of genetic learning algorithms for neural networks. The setting of the algorithm parameters depending on the
features of the chosen subject area is considered.
Index terms: digital study guide, machine learning, artificial neural network, Jordan's network, genetic algorithms.