Professional Certificate in Reinforcement Algorithm Development
-- ViewingNowThe Professional Certificate in Reinforcement Algorithm Development is a comprehensive course that equips learners with the essential skills needed to design and implement reinforcement learning algorithms. This program is crucial in today's data-driven world, where businesses are increasingly relying on AI and machine learning algorithms to make informed decisions.
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โข Introduction to Reinforcement Learning & Algorithms
โข Markov Decision Processes (MDPs) & Dynamic Programming
โข Temporal Difference (TD) Learning & Q-Learning
โข Deep Q-Networks (DQNs) & Neural Fitted Q-Iteration
โข Policy Gradients & Actor-Critic Methods
โข Monte Carlo Tree Search (MCTS) & AlphaGo
โข Reinforcement Learning Applications & Case Studies
โข Implementing Reinforcement Algorithms in Python
โข Testing & Evaluation of Reinforcement Learning Models
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