Professional Certificate in Data-Driven Reinforcement Approaches
-- ViewingNowThe Professional Certificate in Data-Driven Reinforcement Approaches is a comprehensive course that empowers learners with essential skills in data analysis and reinforcement learning techniques. This program is crucial in today's data-driven world, where businesses rely heavily on data for decision-making and automation.
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โข Unit 1: Introduction to Data-Driven Reinforcement Learning
โข Unit 2: Markov Decision Processes (MDPs) & Reinforcement Learning
โข Unit 3: Temporal Difference (TD) Learning & Q-Learning
โข Unit 4: Deep Reinforcement Learning (DRL) & Deep Q-Networks (DQNs)
โข Unit 5: Policy Gradients & Actor-Critic Methods
โข Unit 6: Monte Carlo Tree Search (MCTS) & AlphaGo
โข Unit 7: Exploration vs Exploitation Trade-offs in RL
โข Unit 8: Multi-Agent Reinforcement Learning (MARL)
โข Unit 9: Real-World Applications & Success Stories of DRL
โข Unit 10: Ethical Considerations & Challenges in DRL
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