Build Shiny Apps Faster with AI

Posted on: 25th February 2026

Instructor: N/A • Language: N/A

Build interactive R Shiny dashboards with AI assistance, integrating logistic regression models, interactive visualizations, and what-if scenario tools for dynamic data exploration.

Description

You know the feeling. You've run the same R script twenty times, changing one input each time, just to test different scenarios. There's a better way, and it's called Shiny. This course is built for people who already know some R and are ready to turn their static analyses into interactive dashboards that actually let users explore and model data in real time. And the best part? You'll learn to use AI as your development assistant, speeding up the process while staying fully in control.

This Course Offers

  • A Practical, Step-by-Step Shiny Workflow: You won't just learn isolated functions. You'll learn how to think when building Shiny apps, starting simple, extending safely, and debugging intelligently.
  • AI-Assisted Development Skills: Discover how to write clear prompts, review AI-generated code, and use AI as a powerful assistant without letting it take over your project.
  • A Complete, Real-World Dashboard Project: Build one full analytics dashboard from start to finish, including filters, tabs, interactive tables, Plotly visualizations, and integrated modeling.
  • Advanced Features That Make Apps Useful: Learn to add logistic regression models with user-selectable predictors, "what-if" scenario tools, downloadable results, and automated data loading.

Why We Love This Course

  1. It solves a real, painful problem. If you've ever been frustrated by re-running scripts manually, this course speaks directly to you. It shows you how to build tools that actively help you work, not just show results.
  2. The AI integration is thoughtful and practical. Instead of hyping AI as a magic solution, it teaches you a balanced approach: use AI to speed up development, but always review and understand the code.
  3. It's built for people who already know R. You don't need web development skills or prior Shiny experience, just basic R comfort. The course meets you where you are and builds from there.
  4. The project is genuinely useful. Building a dashboard with filters, interactive modeling, and scenario tools gives you a template you can adapt for your own work immediately.

Static reports have their place, but interactive tools are where real data exploration happens. This course gives you the skills to build those tools, combining the power of R with the flexibility of Shiny and the speed of AI assistance.

Course Eligibility

  • Data analysts and data scientists who use R and want to build interactive dashboards instead of static reports.
  • Researchers and academics who want to turn analyses and models into user-friendly tools without re-running scripts manually.
  • Students with basic R knowledge who want practical, real-world dashboarding skills for their projects or portfolios.
  • Professionals working with data who feel limited by static tools like Power BI or Excel and need more flexibility and customization.
  • Anyone who has written R code before and wants to build interactive dashboards faster and more confidently with AI support.

Course Requirements

  • Basic knowledge of R is required (you should be comfortable running scripts and working with data frames).
  • R and RStudio installed on your computer.
  • No prior Shiny experience is required.
  • No web development knowledge needed (HTML, CSS, or JavaScript are not required).
  • No prior experience with AI tools is required — everything is explained step by step.

Interested in exploring more business lessons? Check out our full course library to continue building your skills and advancing your learning journey.

Price: Free

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