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Optimal Blackjack Strategy Through Dynamic Programming
An analysis of optimal Blackjack strategies using recursive decomposition and dealer probability analysis.
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Learning Optimal Pricing with Reinforcement Learning
A technical implementation of the Actor-Critic algorithm to solve dynamic pricing. This project benchmarks RL against theoretical optima to test its effectiveness in combinatorial optimization.
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Analysis of State Schools in Scotland: Map of Scotland with Schools
A geospatial project using the Postcodes.io API and Folium to create an interactive map of Scottish schools, visualizing the relationship between pupil density and local deprivation levels.
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Analysis of State Schools in Scotland: K-Means Clustering by Deprivation Rate and Pupils Quantity
A data-driven analysis of 2,431 Scottish state schools using K-Means clustering to categorize local authorities by pupil density and SIMD deprivation scores to identify areas requiring NGO support.