Eralda Gjika (Dhamo) - Shine with Shiny

Building Accessible Tools with Shiny

A core focus of my work is creating intuitive and user-friendly Shiny applications that empower individuals without programming expertise to harness the power of data. These apps transform complex analyses into interactive dashboards and tools, enabling users to explore insights, visualize trends, and make informed decisions with ease.

By prioritizing accessibility and functionality, I create a bridge to the gap between technical capabilities and end-user needs, ensuring that everyone can benefit from the transformative potential of data science.

The following Shiny applications are shared under the MIT License and are freely available for educational and development purposes.

More work can be found in my personal GitHub account .

GitHub

GitHub - EGjika/Cross-validation-for-Logistic-regression: This Shiny app is a demonstration of how Cross validation works in a specific case of logistic regression.This Shiny app is a demonstration of how Cross validation works in a specific case of logistic regression. - EGjika/Cross-validation-for-Logistic-regression

GitHub - EGjika/SVM-Shiny-App: This shiny app may help you understand the importance of the parameters when using SVM. ksvm: A function from the kernlab package to fit an SVM model. It supports a variety of kernel functions and classification types.This shiny app may help you understand the importance of the parameters when using SVM. ksvm: A function from the kernlab package to fit an SVM model. It supports a variety of kernel functions and...

GitHub - EGjika/Logistic-Regression-Shiny-App: This is a Shiny app that can be utilized to perform a basic logistic regression analysis for a binary target variable.This is a Shiny app that can be utilized to perform a basic logistic regression analysis for a binary target variable. - EGjika/Logistic-Regression-Shiny-App

GitHub - EGjika/DEA_App: This is a Delta Excel Shiny App! It may be used for comparison of two excel files. When column names are the same and we want a before/after changes.This is a Delta Excel Shiny App! It may be used for comparison of two excel files. When column names are the same and we want a before/after changes. - EGjika/DEA_App

GitHub - EGjika/ShinyApp_Probability_distribution: If you are a starter in R and also ShinyApp then this is the right code to start with ! Challenge yourself and deploy your own shinyApp. Enjoy!If you are a starter in R and also ShinyApp then this is the right code to start with ! Challenge yourself and deploy your own shinyApp. Enjoy! - EGjika/ShinyApp_Probability_distribution

GitHub - EGjika/Plotly-Covid-19-vizualisation-in-R: Using the data from OurWorldinData repository, a detailed analysis of the indices related to Covid-19 were performed and investigated.Using the data from OurWorldinData repository, a detailed analysis of the indices related to Covid-19 were performed and investigated. - GitHub - EGjika/Plotly-Covid-19-vizualisation-in-R: Using t...