Certificate in RL Frameworks

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The Certificate in RL Frameworks is a comprehensive course that focuses on Reinforcement Learning (RL), a powerful machine learning technique. This certification is essential for professionals seeking to enhance their expertise in AI and machine learning.

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AboutThisCourse

The course covers the fundamentals of RL, its applications, and how to implement RL algorithms using popular frameworks like TensorFlow Agents and Dopamine. Learners will gain hands-on experience, enabling them to design, implement, and analyze RL solutions to real-world problems. In an industry where AI and machine learning are increasingly in demand, this course equips learners with the essential skills for career advancement. It not only validates one's knowledge of RL frameworks but also demonstrates a commitment to continuous learning in this rapidly evolving field.

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โ€ข Reinforcement Learning (RL) Fundamentals
โ€ข Markov Decision Processes (MDPs)
โ€ข Q-Learning and State-Action Reward Tables
โ€ข Deep Q Networks (DQNs) and Deep Reinforcement Learning
โ€ข Policy Gradients and Actor-Critic Methods
โ€ข Monte Carlo Tree Search (MCTS) and Planning in RL
โ€ข Multi-Agent Reinforcement Learning (MARL)
โ€ข Exploration vs Exploitation in RL
โ€ข RL Applications in Gaming, Robotics, and NLP

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  • BasicUnderstandingSubject
  • ProficiencyEnglish
  • ComputerInternetAccess
  • BasicComputerSkills
  • DedicationCompleteCourse

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FastTrack GBP £149
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AcceleratedLearningPath
  • ThreeFourHoursPerWeek
  • EarlyCertificateDelivery
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StandardMode GBP £99
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FlexibleLearningPace
  • TwoThreeHoursPerWeek
  • RegularCertificateDelivery
  • OpenEnrollmentStartAnytime
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CERTIFICATE IN RL FRAMEWORKS
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UK School of Management (UKSM)
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05 May 2025
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