Certificate in Reinforcement Learning Models for Professionals

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The Certificate in Reinforcement Learning Models for Professionals is a comprehensive course designed to equip learners with essential skills in reinforcement learning. This in-demand area of artificial intelligence focuses on algorithms that learn from experience and agent-environment interactions.

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AboutThisCourse

With the rise of AI and machine learning, reinforcement learning has become increasingly important across industries, including gaming, robotics, finance, and healthcare. By completing this course, professionals will gain a competitive edge, developing a deep understanding of reinforcement learning models, and their practical applications. Through hands-on projects and real-world examples, learners will master essential techniques such as Q-learning, SARSA, Deep Q-Networks, and policy gradients. The course culminates in a final project, allowing students to apply their skills to a challenging, industry-relevant problem. By the end, students will be prepared to excel in their careers, driving innovation and growth through the power of reinforcement learning models.

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CourseDetails

• Introduction to Reinforcement Learning
• Markov Decision Processes (MDPs)
• Q-Learning and State-Action Reward Q-tables
• Deep Q Networks (DQNs)
• Policy Gradients and REINFORCE
• Actor-Critic Methods
• Deep Deterministic Policy Gradient (DDPG)
• Proximal Policy Optimization (PPO)
• Twin Delayed DDPG (TD3)

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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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CERTIFICATE IN REINFORCEMENT LEARNING MODELS FOR PROFESSIONALS
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London College of Foreign Trade (LCFT)
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05 May 2025
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