Irina A. Petunina

APPLICATION OF NEURAL NETWORKS AND MACHINE LEARNING IN BUSINESS ANALYTICS, MATHEMATICAL FOUNDATIONS

It is shown that the effectiveness of neural network models in business depends not only on algorithmic accuracy, but also on data quality, interpretability, and proper integration into managerial processes.