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Sales & Marketing
Product Price Prediction App
Start DS4B 101-R Start DS4B 102-R
New product pricing decisions are critical. Too high and customers become offended. Too low and the organization loses out on sales. This app uses Machine Learning to predict the price for new products based on an existing product portfolio.
Difficulty
- Beginner/Intermediate
Required Skills
- Regression
rmarkdown, flexdashboard, shiny, parsnip, XGBoost, dplyr, ggplot2, plotly
Make This App
- DS4B 101-R: Business Analysis with R (Available Now)
- DS4B 102-R: Product Price Prediction App (Coming Soon)
Churn Modeling
Employee Churn Prediction
Start DS4B 101-R Start DS4B 201-R Start DS4B 301-R
Churn (Employee or Customer) results in a multi-million dollar annually recurring cost for organizations. Most organizations fail to notice churn, but costs quickly add up. This app identifies which employees are likely to churn and why so managers can prevent unnecessary churn.
Difficulty
- Advanced
Required Skills
- Binary Classification
shiny, HTML, CSS, H2O AutoML, LIME, dplyr, ggplot2, plotly
Make This App
- DS4B 101-R: Business Analysis With R (Available Now)
- DS4B 201-R: Data Science For Business With R (Available Now)
- DS4B 301-R: Shiny Web Apps (Coming Soon)