Graduate Certificate in Reinforcement Learning and Predictive Analysis
-- ViewingNowThe Graduate Certificate in Reinforcement Learning and Predictive Analysis is a vital course This certificate course focuses on enhancing learners' understanding of advanced topics, including predictive analysis, reinforcement learning, and data-driven decision making.
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โข Graduate Certificate in Reinforcement Learning and Predictive Analysis
โข Unit 1: Introduction to Reinforcement Learning
โข Unit 2: Markov Decision Processes (MDP) and Dynamic Programming
โข Unit 3: Temporal Difference (TD) Learning and Q-Learning
โข Unit 4: Deep Reinforcement Learning and Neural Fitted Q-Iteration
โข Unit 5: Predictive Analysis and Regression Techniques
โข Unit 6: Time Series Analysis and Forecasting
โข Unit 7: Supervised Learning for Predictive Analysis
โข Unit 8: Unsupervised Learning and Dimensionality Reduction
โข Unit 9: Ensemble Methods and Model Evaluation
โข Unit 10: Applications of Reinforcement Learning and Predictive Analysis
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