Global Certificate in The Future of Operations Research
-- ViewingNowThe Global Certificate in The Future of Operations Research is a comprehensive course designed to equip learners with essential skills for success in an increasingly data-driven world. This program focuses on the latest trends and innovations in operations research, providing a solid understanding of how to apply mathematical modeling, statistical analysis, and advanced algorithms to make better operational decisions.
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โข Introduction to Operations Research: History, importance, and applications of Operations Research. Basic mathematical concepts and techniques used in Operations Research.
โข Linear Programming: Formulation of linear programming problems, simplex method, duality theory, and sensitivity analysis. Applications in various fields.
โข Network Flows: Flow networks, maximum flow problem, minimum cost flow problem, and transportation problems. Algorithms for solving network flow problems.
โข Integer Programming: Formulation and solution methods for integer programming problems. Applications in production planning, scheduling, and logistics.
โข Optimization Techniques: Gradient methods, Newton's method, quasi-Newton methods, and interior point methods. Convergence analysis and implementation issues.
โข Simulation and Stochastic Processes: Discrete-event simulation, stochastic processes, and queuing theory. Modeling and analysis of complex systems.
โข Decision Analysis: Decision making under uncertainty, expected utility theory, decision trees, and influence diagrams. Applications in finance, economics, and management.
โข Data Analytics and Machine Learning: Data preprocessing, exploratory data analysis, regression analysis, classification, and clustering. Machine learning techniques for prediction and optimization.
โข Big Data Analytics: Big data infrastructure, distributed computing, and data-mining techniques. Applications in operations management and supply chain optimization.
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