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efficiency-analysis

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🏆🏀Basketball Player Performance and Efficiency Score Prediction 📊🔍 In this study, I evaluated the performances of basketball players who played in the NBA 2023/24 season and used various techniques to calculate their efficiency scores. I visualized these scores so that we can better understand the players' performances 🚀📈

  • Updated Aug 20, 2024
  • Jupyter Notebook

Electricity sector regulators are practicing benchmarking of distribution companies to regulate the allowed revenue. The main objective of this study is to evaluate relative efficiencies of each Distribution utility using DEA and to identify best performing areas . Then identify ways to improve each area’s performance, if it is not one of the to…

  • Updated Jul 13, 2022

🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.

  • Updated Jan 17, 2021
  • Python

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