By the end of this course, learners will be able to design, build, and deploy interactive R Shiny web applications to analyze and visualize data for real-world NGO use cases. Learners will gain hands-on experience creating responsive dashboards, implementing reactive programming, customizing visualizations, and enabling user-driven data exploration through advanced input controls.

您将学到什么
Build interactive R Shiny web apps for data analysis and visualization.
Implement reactive dashboards with advanced inputs and customizable visuals.
Deploy production-ready Shiny applications for real-world NGO data use cases.
您将获得的技能
- User Interface (UI)
- Application Deployment
- Cloud Deployment
- Interactive Data Visualization
- Data Import/Export
- Application Development
- Data Visualization Software
- Dashboard
- Performance Tuning
- Exploratory Data Analysis
- User Interface (UI) Design
- R Programming
- Web Applications
- Shiny (R Package)
- 技能部分已折叠。显示 8 项技能,共 14 项。
要了解的详细信息

添加到您的领英档案
February 2026
12 项作业
了解顶级公司的员工如何掌握热门技能

积累特定领域的专业知识
- 向行业专家学习新概念
- 获得对主题或工具的基础理解
- 通过实践项目培养工作相关技能
- 获得可共享的职业证书

该课程共有3个模块
This module introduces learners to the fundamentals of R Shiny application development, focusing on best practices, user interface design, interactive inputs, reactive programming, and exploratory data analysis to build a strong foundation for creating data-driven web applications for NGO use cases.
涵盖的内容
9个视频4个作业
This module focuses on improving data visualizations and user experience by adding advanced plotting features, interactive controls, customization options, and real-world case study implementation to build more engaging and insightful Shiny applications.
涵盖的内容
9个视频4个作业
This module enables learners to scale, optimize, and deploy professional Shiny applications by improving performance, organizing complex layouts, integrating advanced user inputs, and deploying apps to the cloud for real-world accessibility.
涵盖的内容
9个视频4个作业
获得职业证书
将此证书添加到您的 LinkedIn 个人资料、简历或履历中。在社交媒体和绩效考核中分享。
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常见问题
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.
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