Masterclass Certificate in Reinforcement Learning and Predictive Analytics
-- ViewingNowThe Masterclass Certificate in Reinforcement Learning and Predictive Analytics is a comprehensive course that equips learners with essential skills in AI and machine learning. This course is critical for professionals seeking to advance their careers in data science, AI research, or machine learning engineering.
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โข Introduction to Reinforcement Learning and Predictive Analytics
โข Markov Decision Processes (MDPs) in Reinforcement Learning
โข Q-Learning and Temporal Difference (TD) Algorithms
โข Deep Reinforcement Learning: DQN, DDPG, TRPO, and PPO
โข Monte Carlo Tree Search (MCTS) and AlphaGo
โข Reinforcement Learning Applications: Game AI, Robotics, and Recommender Systems
โข Time Series Analysis and Forecasting
โข Supervised Learning for Predictive Analytics
โข Unsupervised Learning for Predictive Analytics
โข Evaluation Metrics and Model Selection for Predictive Analytics
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