Basketball Analytics: Clustering Players by Performance Metrics

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Updated 04/2024

Cluster NBA players by performance stats in the 2022-2023 season.

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Project Description

Embark on a journey through the 2022-2023 NBA season with R's clustering algorithms to analyze player stats. Group players, write and use functions with the tidyverse, and create dendrograms for insightful visualizations, understanding player metrics through data exploration, and sharpening your data analysis skills.

Project Tasks

1
Perform basketball analytics clustering.

Technologies

Topics

Machine Learning

Conditions préalables

Introduction to the Tidyverse Cluster Analysis in R Introduction to Writing Functions in R

Dr. Chester Ismay

Educator, Data Scientist, and R/Python Consultant

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