https://github.com/mariam-zaidi/bike-sharing-prediction-model

Build a multiple linear regression model for the prediction of demand for shared bikes.
https://github.com/mariam-zaidi/bike-sharing-prediction-model

linear-regression matplotlib numpy pandas rfe seaborn sklearn

Last synced: 8 days ago
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Build a multiple linear regression model for the prediction of demand for shared bikes.

• Host: GitHub
• URL: https://github.com/mariam-zaidi/bike-sharing-prediction-model
• Owner: Mariam-Zaidi
• Created: 2024-09-11T16:08:39.000Z (about 2 months ago)
• Default Branch: main
• Last Pushed: 2024-09-13T05:46:43.000Z (about 2 months ago)
• Last Synced: 2024-10-31T13:04:31.360Z (8 days ago)
• Topics: linear-regression, matplotlib, numpy, pandas, rfe, seaborn, sklearn
• Language: Jupyter Notebook
• Homepage:
• Size: 870 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Bike-sharing-Prediction-model

A bike-sharing provider wishes to come up with a business plan to be able to accelerate its revenue. The company  wants to understand the factors affecting the demand for these shared bikes in the American market.

A Linear Regression Model was developed to analyse the data, find the trends and variables that are significant predictors for demand, and decipher their importance.