Tag: Machine Learning

All the articles with the tag "Machine Learning".

• Learning Optimal Pricing with Reinforcement Learning

  20 May, 2025

  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.

• Analysis of State Schools in Scotland: K-Means Clustering by Deprivation Rate and Pupils Quantity

  8 Oct, 2023

  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.

• FIFA23 Players Analysis: k-Means Clustering

  24 Jan, 2023

  An independent project using Python and k-Means clustering to classify over 10,000 FIFA 23 players into distinct performance segments based on Kaggle data.