Coursera Project Network
Forecast bikeshare demand using time series models in R
Coursera Project Network

Forecast bikeshare demand using time series models in R

2,422 already enrolled

Demonstrate your skills to employers, and leverage industry tools to solve real-world challenges
Intermediate level

Recommended experience

4-6 hours
Complete at your own pace
Demonstrate your skills to employers, and leverage industry tools to solve real-world challenges
Intermediate level

Recommended experience

4-6 hours
Complete at your own pace

Objectives

  • Describe data to answer key questions to uncover insights

  • Fit well-validated time series models for forecasting future rental bikes demands

  • Provide analytic insights and data-driven recommendations

Details to know

Shareable work sample

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Taught in English
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About this Project

Project plan

This project requires you to independently complete the following steps:

  1. Load and explore the data

  2. Create interactive time series plots

  3. Smooth time series data

  4. Decompose and assess the stationarity of time series data

  5. Fit and forecast time series data using ARIMA models

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