Global Certificate in Reinforcement Learning Strategies: Actionable

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The Global Certificate in Reinforcement Learning Strategies is a comprehensive course designed to equip learners with essential skills in reinforcement learning (RL), a critical area of artificial intelligence. This certificate program is vital in today's data-driven world, where businesses increasingly rely on AI and machine learning to drive decision-making and automation.

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AboutThisCourse

The course covers the fundamental concepts of RL, including Q-learning, Deep Q-Networks, and Policy Gradients. Learners will gain hands-on experience in implementing RL algorithms using popular frameworks like TensorFlow and PyTorch. This practical knowledge is highly sought after in industries such as finance, gaming, robotics, and healthcare. By completing this course, learners will be able to apply RL strategies to complex real-world problems, making them valuable assets in their organizations. This certificate program will help learners advance their careers by providing them with the skills and knowledge necessary to excel in the rapidly evolving field of artificial intelligence.

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CourseDetails

• Introduction to Reinforcement Learning Strategies
• Markov Decision Processes (MDPs)
• Q-Learning and State-Action Reward Q-tables
• Deep Q Networks (DQNs) and Neural Fitted Q
• Policy Gradients and REINFORCE Method
• Actor-Critic Methods in Reinforcement Learning
• Deep Deterministic Policy Gradient (DDPG)
• Proximal Policy Optimization (PPO)
• Case Studies and Applications of Reinforcement Learning

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EntryRequirements

  • BasicUnderstandingSubject
  • ProficiencyEnglish
  • ComputerInternetAccess
  • BasicComputerSkills
  • DedicationCompleteCourse

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FastTrack GBP £140
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AcceleratedLearningPath
  • ThreeFourHoursPerWeek
  • EarlyCertificateDelivery
  • OpenEnrollmentStartAnytime
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StandardMode GBP £90
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FlexibleLearningPace
  • TwoThreeHoursPerWeek
  • RegularCertificateDelivery
  • OpenEnrollmentStartAnytime
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  • DigitalCertificate
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GLOBAL CERTIFICATE IN REINFORCEMENT LEARNING STRATEGIES: ACTIONABLE
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London College of Foreign Trade (LCFT)
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05 May 2025
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