Descriptive analytics practice

Proyek ini menganalisis data penjualan untuk memberikan wawasan tentang tren penjualan, profitabilitas, dan permintaan produk, guna membantu perusahaan merencanakan strategi harga, promosi, dan pengelolaan inventaris yang lebih efektif.

A visual exploratory tool on correlation matrix

I use R to analyze survey data to position popular consumer electronics brands using Principal Component Analysis, uncovering key perceptual attributes and providing insights for targeted marketing strategies.

Genetic mapping and QTL analysis of basil

Maldi and ANI correlation plot visualizer shiny app

Random Forest, Decision tree and Logistic Regression

Analyse and predict factors causing Diabetes

Prediction of whether a person has a heart disease or not depending on the variables given in the dataset.

Analyzing Air quality Index of Indian cities through various visualization packages in R and building a dashboard using Shiny package

My role in this group project was to perform regression analysis on quarterly financial data to predict a company's market capitalization. I used R to develop ordinary least squares (OLS), stepwise, ridge, lasso, relaxed lasso, and elastic net regression models. I first used stepwise and OLS regression to develop a model and examine its residual…

Using advanced machine learning algorithms to predict Home Warranty Renewal success in R.

A toy analysis/visualizations of the coffee-quality-database

The data2gRaph project is a web-based data visualization tool that can also be used off-line.

an R/shiny application for creation of corrplot interactively