Global Certificate in Actionable Knowledge Reinforcement Learning
-- ViewingNowThe Global Certificate in Actionable Knowledge Reinforcement Learning is a comprehensive course that equips learners with essential skills for career advancement in the data science industry. This course focuses on the application of reinforcement learning, a type of machine learning where an agent learns to make decisions by taking actions in an environment to achieve a goal.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Reward Tables
โข Deep Q Networks (DQNs)
โข Policy Gradients
โข Actor-Critic Methods
โข Monte Carlo Tree Search (MCTS)
โข Reinforcement Learning Applications and Case Studies
โข Evaluation and Comparison of Reinforcement Learning Algorithms
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