Classification model to predict student performance in the Saber Pro exams in Colombia. This repository includes exploratory data analysis, data preprocessing, and machine learning models. Ideal for educational data scientists and researchers interested in academic performance prediction.

Educational Assesement using LLMs

Characteristic curves of MCQ alternatives

ENEM 2020 — Efeito da posição do item na probabilidade de acerto Análise estatística e preditiva do efeito da posição das questões de Matemática no ENEM 2020, combinando regressão logística, bootstrap e modelos de Machine Learning com foco em inferência e desempenho preditivo.

This project analysed the competency level of test construction among teachers in senior secondary schools in Edo State, Nigeria. Using Python, the analysis leveraged libraries like scipy.stats (ttest_ind, levene), pandas, matplotlib, numpy, and seaborn to assess teachers' proficiency and identify areas for improvement.