In this document I answered the question of the homework given by Prof Alraee

## Welcome to My Map Project This webpage was created on `r Sys.Date()`. Below is an interactive map featuring some points of interest in India. Explore the map by zooming, panning, and clicking on the markers!

Preparar a los estudiantes con un flujo de trabajo moderno como el que se propone (GitHub Codespaces -\> Streamlit) es una habilidad muy valiosa. La siguiente es una propuesta de ejercicio completo, paso a paso, diseñado para ser desarrollado íntegramente en **GitHub Codespaces**. El proyecto integra las tres áreas de ingeniería que mencionas y está diseñado para introducir los módulos `streamlit` y `pandas` de una manera muy práctica y aplicada.

Here is the file..help me pass

Average full-time adjusted salaries per employee in Greece -in red-\ncompared with EU countries (source: Eurostat)

This project explores predicting obesity levels using demographic, lifestyle, and physical attributes. Four machine learning models were applied: Multinomial Logistic Regression, Decision Trees, Random Forests, and K-Nearest Neighbors. Their performance was evaluated using confusion matrices and accuracy scores. Random Forest achieved the best overall performance, while Logistic Regression offered strong interpretability. The study highlights the potential of machine learning in classifying obesity levels and guiding health-related decision-making.

Bootcamp statistics homework

IMB Bootcamp 2025