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lalessia/README.md

Hello, I'm Alessia! 👋

👩‍💻 Data Scientist | Specialized in Machine Learning and Data Analysis

🔍 Skills: Python, Pandas, NumPy, Sklearn, SQL, ETL

🌟 Featured Projects:

  • High School Students' Grade Prediction: Explored data on high school students to identify key factors influencing academic performance and implemented several machine learning models to predict final grades using scikit-learn.
  • Wine Classification & SVM: This project demonstrates the predictive analysis of a wine dataset to identify the wine producer using SVM Model.
  • Gender Gap in Diplomacy environment: This project analyzes global diplomatic missions from 1961 to 2021, using SQL and PostgreSQL to investigate gender disparities and propose solutions.
  • File Organizer & Image Analysis: Developed an automated Python script to classify files into subfolders, generate a CSV recap, and analyze image types (grayscale, RGB, RGBA) using NumPy.
  • Are We Freer or Happier?: Exploring the relationship between Happiness and Freedom in the global context, using Python for Data Visualization.
  • Apartment Web Scraping: Web Scraping relating to the data of houses for sale

🎯 Goals: To expand my expertise in Machine Learning and contribute to innovative projects in the tech sector.

📫 Contact Me: Email | LinkedIn | Portfolio

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  1. Gender-Gap-in-diplomacy-analyst Gender-Gap-in-diplomacy-analyst Public

    This project was built using SQL and PostgreSQL to analyze gender disparities in global diplomatic missions from 1961 to 2021, with a focus on Italy.

  2. students-grades-prediction students-grades-prediction Public

    This project focused on data exploration and grade prediction for a sample of high school students, with the goal of identifying key factors influencing academic performance.

    Jupyter Notebook

  3. Happiness-VS-Freedom Happiness-VS-Freedom Public

    Exploring the relationship between Happiness and Freedom in the global context, using Python for Data Visualization.

    HTML

  4. File-Organizer File-Organizer Public

    This project is an automated file organizer and image analysis tool using Python and Jupyter Notebook. The project is structured into three main steps, each with specific functionality to move, cat…

    Jupyter Notebook

  5. SVM-Wine-Classification SVM-Wine-Classification Public

    This project uses machine learning techniques (Support Vector Machine SVM) to classify wines based on chemical properties, using a dataset from sklearn.

    Jupyter Notebook