• This app predicts MPG based on horsepower.
• Uses a regression model trained on the mtcars dataset.
• Allows users to input horsepower and receive a predicted MPG.

• User selects horsepower using a slider.
• The server calculates MPG using a linear regression model.
• Results are displayed as text and a plot.

## [1] "Predicted MPG for 150 HP: 19.86"

• Hosted on shinyapps.io.
• Code available on GitHub.
• Presentation published on Rpubs.

## Shiny App: https://zxtkdp-somayeh-mehrparvar.shinyapps.io/myshinyapp/

## GitHub Repo: https://github.com/SomayehMehrparvar/MPG_Prediction

## Rpubs Presentation: https://rpubs.com/Somayeh/1286536

• This app provides an easy way to predict MPG.
• Uses Shiny interactivity and statistical modeling.
• Try it yourself by visiting the links!

## ### Thank You!

## Feel free to explore the app and provide feedback!