Management, Economics, and Ethics Specialization

This specialization, designed for students with analytic tendencies and creativity,  serves as an essential nexus between the worlds of math, statistics, and optimization and advanced applications in data analytics and smart algorithmics.

The specialization includes such advanced courses as machine learning, deep learning, natural language processing, multi-agent problems, social media analysis, game theory, big data analysis, and an introduction to artificial intelligence. It also includes courses on AI applications in systems engineering, optimization methods, simulation, information theory, and an introduction to recommender systems.

Through hands-on practice in building algorithms and computational models, students develop the ability to plan, analyze, develop, and identify solutions for complex problems and systems.

This specialization’s unique strength lies in balancing solid theoretical foundations with practical application of AI technologies. Students become proficient at data analysis, building predictive models and developing AI-based solutions for complex problems from multiple content realms.

Program alumni are trained for highly sought-after positions as data scientists, machine learning engineers, AI developers, algorithm researchers, and big data analysts – jobs that are at the forefront of technology and in enormous demand within high tech, academic research, and government and public organizations.