Certificate in Practical Reinforcement Learning Skills

Name: Certificate in Practical Reinforcement Learning Skills
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The Certificate in Practical Reinforcement Learning Skills course is a comprehensive program designed to equip learners with essential skills in reinforcement learning (RL). This course is critical for professionals looking to stay updated with cutting-edge AI techniques and excel in their careers.

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AboutThisCourse

Reinforcement learning is a powerful AI technique that enables machines to learn through trial and error, leading to more informed decision-making. With the increasing demand for RL skills across industries, this course is more relevant than ever. Throughout this course, learners will gain hands-on experience with popular RL tools and frameworks, such as TensorFlow and OpenAI Gym. They will also learn how to implement RL techniques to solve complex real-world problems, such as game playing and robotics. By the end of this course, learners will have a solid understanding of RL principles and practical skills, making them highly valuable in today's data-driven job market.

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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
• Advantage Actor Critic (A2C) Methods
• Proximal Policy Optimization (PPO)
• Deep Deterministic Policy Gradient (DDPG)
• Twin Delayed DDPG (TD3)

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EntryRequirements

BasicUnderstandingSubject
ProficiencyEnglish
ComputerInternetAccess
BasicComputerSkills
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FastTrack GBP £140

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AcceleratedLearningPath

ThreeFourHoursPerWeek
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StandardMode GBP £90

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FlexibleLearningPace

TwoThreeHoursPerWeek
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CERTIFICATE IN PRACTICAL REINFORCEMENT LEARNING SKILLS

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London School of International Business (LSIB)

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05 May 2025

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