Certificate in Reinforcement Learning Principles: Strategic Insights

Name: Certificate in Reinforcement Learning Principles: Strategic Insights
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The Certificate in Reinforcement Learning Principles: Strategic Insights is a comprehensive course designed to equip learners with essential skills in reinforcement learning. This field has gained significant importance with the rise of AI and machine learning, making this course crucial for career advancement in tech industries.

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AboutThisCourse

Reinforcement learning is a type of machine learning where an agent learns to make decisions by taking actions in an environment to achieve a goal. The course covers key concepts such as value iteration, policy gradients, deep Q-networks, and multi-agent systems. By the end of the course, learners will have a deep understanding of reinforcement learning principles and how to apply them strategically. This knowledge is highly sought after by employers, particularly in tech companies, startups, and data science roles. This course provides a strong foundation for learners to excel in their careers and stay competitive in the ever-evolving tech landscape.

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CourseDetails

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

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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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TwoThreeHoursPerWeek
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CERTIFICATE IN REINFORCEMENT LEARNING PRINCIPLES: STRATEGIC INSIGHTS

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London College of Foreign Trade (LCFT)

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05 May 2025

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