Executive Development Programme in Reinforcement Learning Algorithms and Analytics

Name: Executive Development Programme in Reinforcement Learning Algorithms and Analytics
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The Executive Development Programme in Reinforcement Learning Algorithms and Analytics is a certificate course that focuses on the latest advancements in reinforcement learning (RL), a key area of artificial intelligence. This programme is essential for professionals seeking to harness the power of RL algorithms to optimize business processes, improve decision-making, and gain a competitive edge.

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AboutThisCourse

With the increasing industry demand for experts with RL skills, this course equips learners with the necessary expertise to design, implement, and manage RL applications. By the end of the programme, learners will be able to: Understand the core principles and concepts of RL algorithms Analyze and optimize business processes using RL techniques Implement RL algorithms in simulated environments using popular frameworks Apply RL models to real-world challenges and decision-making scenarios By completing this course, learners will gain the essential skills for career advancement in various industries, including finance, healthcare, manufacturing, and technology, where RL algorithms can significantly enhance performance and productivity.

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CourseDetails

• Introduction to Reinforcement Learning
• Markov Decision Processes (MDPs)
• Q-Learning and State-Action-Reward-Policy (SARSA)
• Deep Reinforcement Learning
• Reinforcement Learning Applications and Case Studies
• Policy Gradients and Actor-Critic Methods
• Monte Carlo Tree Search (MCTS)
• Multi-Agent Reinforcement Learning
• Ethics and Bias in Reinforcement Learning

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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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TwoThreeHoursPerWeek
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EXECUTIVE DEVELOPMENT PROGRAMME IN REINFORCEMENT LEARNING ALGORITHMS AND ANALYTICS

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London College of Foreign Trade (LCFT)

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05 May 2025

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