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akashkriplani / bike-sharing-assigment

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This project tackles BoomBikes' post-Covid revenue decline by predicting shared bike demand after the lockdown. A consulting company identifies key variables impacting demand in the American market. The goal is to model demand, aiding BoomBikes in adapting its strategy to meet customer expectations and navigate market dynamics.

machine-learning numpy linear-regression scikit-learn machine-learning-algorithms pandas datascience statsmodels vif rfe linearregression-gradientdescent
  • Updated Nov 22, 2023
  • Jupyter Notebook

thehamzza / Food-Truck-Profit-Prediction-Using-Linear-Regression-Optimization

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In this part of this exercise, you will implement linear regression with one variable to predict profits for a food truck. Suppose you are the CEO of a restaurant franchise and are considering different cities for opening a new outlet. The chain already has trucks in various cities, you have data for profits and populations from the cities. You …

python optimization-algorithms linearregression-gradientdescent
  • Updated Jul 2, 2021
  • Jupyter Notebook

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