The purpose of the course "Ensemble Architectures and Data Mining Technologies" is to master the practical aspects and capabilities of building ensemble architectures for solving machine learning problems. The course provides an overview of methods, approaches, algorithms, and architectures of ensemble models in the context of applying machine learning to solve applied problems.