Mykhailov N. Machine Learning Algorithms for Developing High-Efficiency Project Management Systems

This research aims to explore and develop machine learning methods for creating high-efficiency project management systems and assessing risks in software development projects. The primary goal is to optimize the development processes, improve software quality, and reduce time and resource expenditures. As the complexity and demands for software products increase, adhering to predefined schedules becomes more challenging, the quality of the final product suffers, and development resources are often limited. Machine learning offers potential solutions for automating management and analysis processes, making it a vital tool for improving the productivity and quality of software development. The relevance of the research is reinforced by the growing preference of modern software developers for artificial intelligence and machine learning to enhance efficiency.