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02-app-intro.Rmd
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02-app-intro.Rmd
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# Introduction to the Application {#app-intro}
**Every Application has an Origin Story**
Data Scientists at RStudio University have discovered that there are trackable traits and behaviors students engage in that have been predictive of the desired 4-year graduation track.
They have built a shiny application that can be used by the very data-savvy advisors at this illustrious institution to identify students in need of guidance and show them the top behavioral factors driving individual predictions coming out of the model.
![App Preview](imgs/app-intro/app-screenshot.png)
The POC was a smashing success - but now _our advisors actually want to use this thing for real_.
- We've developed a nice app
- We want to put it into production
- We want confidence that it will perform well in production, both now and in the future
## Activity: Explore the Application
_First: Open `app.R` and Run the Application_
**Discussion: Explore the Application**
- Are there any parts of the app code that don’t make sense?
- Is this application ready for production?
- How would you define "production"?
- What insights would be useful to have about the application before we try to deploy it?
_Additional Discussion:_
- What is your current process for taking applications into production?
**Deliverable: Start a Plan**
- Create a checklist
- Outline the steps you might take to put this application into production
**Checklist for Taking Applications into Production**
A high-level Checklist to build off of:
![Ideas for Getting Started: Checklist](imgs/app-intro/skeleton-checklist.png)