Professional Certificate Deep Reinforcement Learning and AI Ethics
-- ViewingNowThe Professional Certificate in Deep Reinforcement Learning and AI Ethics is a comprehensive course that combines two cutting-edge fields to prepare learners for the future of work. Deep reinforcement learning is a powerful AI technique that enables machines to learn from experience and make intelligent decisions, while AI ethics focuses on ensuring that AI systems are fair, transparent, and accountable.
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โข Unit 1: Introduction to Deep Reinforcement Learning
โข Unit 2: Markov Decision Processes (MDPs) in AI
โข Unit 3: Q-Learning and State-Action-Reward-State-Action (SARSA) methods
โข Unit 4: Deep Q-Networks (DQNs) and their applications
โข Unit 5: Policy Gradients and Actor-Critic methods
โข Unit 6: Deep Deterministic Policy Gradients (DDPG) and Proximal Policy Optimization (PPO)
โข Unit 7: AI Ethics: Introduction and Importance
โข Unit 8: Ethical Considerations in Deep Reinforcement Learning
โข Unit 9: Bias and Discrimination in AI Systems
โข Unit 10: AI Regulations and Policy Making
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