Laptop Price Exploratory Data Analysis (Mini Project)

This project explores a Laptop dataset through Exploratory Data Analysis (EDA), revealing insights about brands, CPUs, GPUs, and more. Over 10 visualizations uncover hidden patterns and trends, offering a deeper understanding of the laptop market.

Project Based Virtual Intern : Data Scientist Rakamin Academy X Kalbe Nutritionals

This project focused on sales forcasting and clustering segmentation. Leveraging the Autoregressive Integrated Moving Average (ARIMA) model to predict sales quantity also K-Means to create customer segmentation.

Churn Prediction (Mini Project)

This project aims to help businesses predict customer churn and identify factors that influence customer churn. Using a supervised algorithm by choosing the LGBM model because it has the best accuracy value compared to other models.

Diabetes Prediction

This project conducted to predict diabetes using several supervised machine learning with the target 'Outcome' representing diabetes (1) or not (0).

Excel Advance Dashboard

This project aims to build an interactive dashboard that utilizes pivot tables and slicers. Utilizing advanced visualization techniques, the dashboard will offer intuitive navigation and dynamic filtering options.