Masterclass Certificate in Game Theory and Artificial Intelligence Applications
-- viewing nowThe Masterclass Certificate in Game Theory and Artificial Intelligence Applications is a comprehensive course that equips learners with essential skills for career advancement in today's data-driven world. This course is designed to help learners understand the principles of game theory and artificial intelligence (AI) and how they can be applied in various industries.
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Course Details
• Introduction to Game Theory and Artificial Intelligence: Origins, fundamental concepts, and the intersection of game theory and AI
• Game Theory Basics: Strategic form games, normal form games, dominant strategies, best responses, and Nash equilibrium
• Extensive Form Games: Game trees, sequential moves, perfect and imperfect information, subgame perfection
• Repeated and Stochastic Games: Infinitely repeated games, folk theorems, and Markov decision processes
• Coalitional Game Theory: Coalition formation, stable sets, and the Shapley value
• Artificial Intelligence Foundations: Problem-solving, search algorithms, logic, knowledge representation, and planning
• Machine Learning and AI: Supervised learning, unsupervised learning, reinforcement learning, and deep learning
• Game Theory in AI: Applying game theory for decision making, multi-agent systems, and AI applications
• AI in Game Theory: Computational game theory, AI algorithms for solving game theory problems
• Advanced Topics in AI and Game Theory: Auctions, social choice theory, mechanism design, and AI ethics
Career Path
Entry Requirements
- Basic understanding of the subject matter
- Proficiency in English language
- Computer and internet access
- Basic computer skills
- Dedication to complete the course
No prior formal qualifications required. Course designed for accessibility.
Course Status
This course provides practical knowledge and skills for professional development. It is:
- Not accredited by a recognized body
- Not regulated by an authorized institution
- Complementary to formal qualifications
You'll receive a certificate of completion upon successfully finishing the course.
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