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Filipesteves974/README.md

Filipe Esteves - Mathematics and Data Science

  • 🎓 MSc in Data Science and Advanced Analytics at NOVA IMS
  • 👨‍🎓 BSc in Mathematics at NOVA SST
  • 📊 Specializing in Machine Learning, Statistics, Optimization and Big Data
  • 💻 Experienced in Python, R and SQL
  • 🤺 Fencer on free time
  • 🌱 Always eager to learn new languages and explore innovative technologies

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  1. AIAI-Airlines-Data-Mining-Project AIAI-Airlines-Data-Mining-Project Public

    This repository contains a collection of data mining exercises, experiments, and implementations developed as part of academic coursework and personal study. The project explores essential concepts…

    Jupyter Notebook

  2. Big-Data-Analytics-Project Big-Data-Analytics-Project Public

    This project aimed to demonstrate how PySpark can be used to process large‑scale data and extract meaningful insights across different types of datasets. Together with my colleagues António Parafit…

    Python

  3. CARS4YOU-Machine-Learning-project CARS4YOU-Machine-Learning-project Public

    This project focuses on building and evaluating machine learning models to predict car prices based on a variety of vehicle attributes. The repository demonstrates the full end‑to‑end workflow of a…

    Jupyter Notebook

  4. SIE-Final-Project SIE-Final-Project Public

    This study examines a dataset of 10,000 credit card clients to assess default risk through logistic regression modeling. The resulting model demonstrated excellent predictive performance (AUC ≈ 0.9…

    R

  5. Girl-Pearl-Earing-CIFO-Academic-Project Girl-Pearl-Earing-CIFO-Academic-Project Public

    This project consists of recreating Vermeer’s Girl with a Pearl Earring using a Genetic Algorithm that evolves an image made of 100 colored triangles. Together with António Parafita, Renato Scotto …

    Jupyter Notebook