Global Certificate in Reinforcement Learning Frameworks: AI-Powered

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The Global Certificate in Reinforcement Learning Frameworks is a comprehensive course that empowers learners with essential skills in Artificial Intelligence (AI). This certificate program focuses on Reinforcement Learning (RL), a crucial area of AI, where software agents learn to make decisions by taking actions in an environment to achieve specific goals.

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AboutThisCourse

With the increasing industry demand for AI and RL experts, this course provides a timely opportunity for career advancement. Learners will gain hands-on experience with popular RL frameworks like TensorFlow Agents, Stable Baselines, and RLlib, enabling them to design and implement AI-powered solutions. Upon completion, learners will be equipped with the essential skills to apply RL techniques to various industries, from gaming and robotics to finance and logistics. Stand out in the competitive job market and unlock new career opportunities with this industry-recognized certificate course.

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CourseDetails

• Introduction to Reinforcement Learning Frameworks & AI-Powered Systems
• Understanding Q-Learning and State-Action-Reward-Next State (SARSA)
• Deep Q Networks (DQN) and Double Deep Q Networks (DDQN)
• Policy Gradients and Actor-Critic Methods
• Proximal Policy Optimization (PPO) and Advantage Actor-Critic (A2C/A3C)
• Deep Reinforcement Learning in Continuous Spaces
• Exploration and Exploitation Strategies in Reinforcement Learning
• Implementing Reinforcement Learning Frameworks with TensorFlow and PyTorch
• Real-World Applications and Case Studies of Reinforcement Learning Frameworks

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EntryRequirements

  • 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
CompleteInTwoMonths
FlexibleLearningPace
  • TwoThreeHoursPerWeek
  • RegularCertificateDelivery
  • OpenEnrollmentStartAnytime
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  • DigitalCertificate
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GLOBAL CERTIFICATE IN REINFORCEMENT LEARNING FRAMEWORKS: AI-POWERED
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UK School of Management (UKSM)
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05 May 2025
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