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Add bikes GLM portfolio project and associated PDF report

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Introduce a new portfolio project page for bike-sharing predictions using Generalized Linear Models, completed as part of a university course. Includes project description, source code link, and embedded final report PDF.
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Arthur Danjou
2025-02-02 20:01:07 +01:00
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---
slug: bikes-glm
title: Generalized Linear Models for Bikes prediction
description: 🚲 Predicting the number of bikes rented in a bike-sharing system using Generalized Linear Models.
publishedAt: 2025/24/01
readingTime: 1
tags:
- project
- R
- data
- maths
---
[**ArtSite**](https://arthurdanjou.fr) is my personal website, my portfolio, and my blog. It's a place where I can share my projects, my thoughts, and my experiences. It's also a place where I can experiment with new technologies and design ideas.
The project was done as part of the course `Generalised Linear Model` at the Paris-Dauphine PSL University. The goal of the project is to determine the best model that predicts/explains the number of bicycle rentals, based on various characteristics of the day (temperature, humidity, wind speed, etc.).
You can find the code here: [GLM Bikes Code](https://github.com/ArthurDanjou/Studies/blob/master/M1/General%20Linear%20Models/Projet/GLM%20Code%20-%20DANJOU%20%26%20DUROUSSEAU.rmd)
<iframe src="/portfolio/glm-bikes/GLM Final report.pdf" width="100%" height="1000px">
</iframe>