Dissertação de Mestrado apresentada ao Programa de Pós-Graduação em Informática - PPGI da Universidade Federal do Espírito Santo - UFES

Data mining on the information of whole Iranian students

Web-based Clustering Application Using a Shiny Framework for Determining Student Engagement Levels in Virtual Learning Environments

Implementation of step generation algorithm for learning curve analysis on code-writing data from our EDM 2024 paper.

A Genetic Algorithm to optimize textual features by their relevance, highlighting them in HTML.

Data scraping tool of Russian govt HE data

Personalized AI Lab

R (RStudio) | ggplot2 | k-means clustering | Analyzed the 2015-16 and 2016-17 academic result datasets of all my batchmates using cluster analysis to segment them into groups, detect outliers in their academic performance and analyze it for better refinement of habits to help improve their future academic results.

Educational Data Mining Research Project to predict whether a student is wheel spinning or not.

Early Prediction of Students' Performance in High-Stakes Examinations Using Machine Learning Approaches

Learning analytics methods and tutorials - A practical guide using R

Our full length research is finally acknowledged through double-blind review procedure.

Regression Machine Learning Pipelines for predicting student performance

Python Data Mining Tool that analyzes Grading Patterns.

Psychometrics and Data Science with R and Python

A Curated List of Learning Materials on Machine Learning

This project contain the latex report of my final year project about student orientation with data mining

A high-level R 📦 for clean, filter, and combine 🎓 Moodle Quiz Report

Code of "Educational Data Mining Discovering Principal Factors for Better Academic Performance", the paper was published on the 3rd International Conference on Big Data Engineering and Technology (BDET 2021)

Exploratory Data Analysis Course