Professional Certificate in Game Theory for Data Scientists
-- ViewingNowThe Professional Certificate in Game Theory for Data Scientists is a crucial course designed to equip learners with the essential skills needed to excel in the competitive field of data science. This certificate course highlights the importance of game theory and its applications in data science, providing a comprehensive understanding of how to apply strategic decision-making to complex data problems.
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โข Introduction to Game Theory – Basics, Concepts, and Importance
โข Game Types in Game Theory – Cooperative and Non-cooperative Games
โข Normal Form Games – Matrix Representation and Solutions
โข Dominant Strategies & Iterated Removal
โข Mixed Strategies & Nash Equilibria
โข Extensive Form Games & Sequential Decision Making
โข Evolutionarily Stable Strategies in Game Theory
โข Game Theory Applications in Data Science
โข Machine Learning & Game Theory Intersection
โข Real-World Case Studies on Game Theory in Data Science
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