R Shiny topics
12 short topics in Data Engineering and Analytics. Each one is a single focused exercise with a clear piece of evidence at the end.
12 topics, one exercise each.
Work through them in order, or jump to the one you need.
These are draft topic outlines (draft; instructor review pending). Full lessons follow after review; ask Ajay if you need a topic sooner.
- 01
Application page composition
Demonstrate application page composition in a focused R Shiny example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 02
Interactive input widgets
Demonstrate interactive input widgets in a focused R Shiny example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 03
Data loading and caching
Demonstrate data loading and caching in a focused R Shiny example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 04
Reactive update behavior
Demonstrate reactive update behavior in a focused R Shiny example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 05
Plot and table integration
Demonstrate plot and table integration in a focused R Shiny example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 06
Session and state scope
Demonstrate session and state scope in a focused R Shiny example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 07
File upload and export
Demonstrate file upload and export in a focused R Shiny example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 08
Long-running processing feedback
Demonstrate long-running processing feedback in a focused R Shiny example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 09
Access and data exposure boundaries
Demonstrate access and data exposure boundaries in a focused R Shiny example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 10
Application packaging and hosting
Demonstrate application packaging and hosting in a focused R Shiny example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 11
Performance diagnostics
Demonstrate performance diagnostics in a focused R Shiny example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 12
Application usability and regression checks
Demonstrate application usability and regression checks in a focused R Shiny example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course →
Learn the same ideas beyond R Shiny.
These courses share topics with this one, so you can compare how each language or tool handles the same concept.
More in Data science and machine learning libraries.
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