Professional Certificate in RL for Optimization
-- ViewingNowThe Professional Certificate in Reinforcement Learning (RL) for Optimization is a comprehensive course designed to equip learners with essential skills in RL, a critical area of artificial intelligence. This course is crucial in the current industry landscape, where businesses increasingly seek professionals who can optimize processes and make data-driven decisions using advanced techniques.
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โข Introduction to Reinforcement Learning (RL)
โข Markov Decision Processes (MDPs)
โข Temporal Difference (TD) Learning
โข Q-Learning and Value Iteration
โข Policy Gradients and Actor-Critic Methods
โข Deep Reinforcement Learning
โข Model-Based RL vs Model-Free RL
โข Applications of RL for Optimization
โข Case Studies and Real-World Examples
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