Product Price Prediction App

Live Demo

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.

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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)

Employee Churn Prediction

Live Demo (Coming Soon)

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.

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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)