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Đề cương khóa học
Introduction to Shiny
- What is Shiny and how it works
- Installation and basic setup
- Exploring Shiny examples and gallery
UI and Server Architecture
- Understanding ui.R and server.R components
- Working with fluidPage(), sidebarLayout(), and layout functions
- Designing inputs and outputs
Reactivity and Dynamic Interactions
- Reactive expressions and observers
- Controlling app behavior with reactive inputs
- Debugging reactivity issues
Data Visualization and Reporting
- Integrating ggplot2 and plotly in Shiny apps
- Building reactive tables with DT or reactable
- Generating downloadable reports with rmarkdown
Advanced UI and Customization
- Adding tabs, conditional panels, and modals
- Incorporating custom CSS and themes
- Using Shiny modules for code reuse
Deployment and Hosting
- Deploying apps to Posit Cloud or Shinyapps.io
- Running apps locally and on Shiny Server
- Managing dependencies and versions
Case Study and Application Design
- Building a full-featured dashboard from scratch
- Interactive filters and user-driven insights
- Tips for performance, security, and scalability
Summary and Next Steps
Requirements
- An understanding of R programming
- Experience working with data analysis or visualization
- Familiarity with HTML and CSS is helpful but not required
Audience
- Data analysts and scientists
- R developers seeking to build interactive dashboards
- Researchers and educators visualizing data for public or internal use
14 Hours
Testimonials (5)
nó rất hữu ích và cung cấp nhiều thông tin
Brenton - Lotterywest
Course - Building Web Applications in R with Shiny
Machine Translated
Nhiều ví dụ và bài tập liên quan đến chủ đề của khóa đào tạo.
Tomasz - Ministerstwo Zdrowia
Course - Advanced R Programming
Machine Translated
Ngày 1 và Ngày 2 thực sự rất đơn giản đối với tôi và tôi thật sự thích trải nghiệm đó.
Mareca Sithole - Africa Health Research Institute
Course - R Fundamentals
Machine Translated
Tốc độ vừa phải và không khí thoải mái đã giúp các ứng viên cảm thấy dễ chịu để đặt câu hỏi.
Rhian Hughes - Public Health Wales NHS Trust
Course - Introduction to Data Visualization with Tidyverse and R
Machine Translated
It was very informative and professionally held. Wojteks knowledge level was so advanced that he could basically answer any question and he was willing to put effort into fitting the training to my personal needs.
Sonja Steiner - BearingPoint GmbH
Course - R Programming for Data Analysis
Machine Translated
