Introduction to AI & ML I: Data Preprocessing

The first workshop of the association and of the series: Introduction to AI & ML. In this session, we’ll turn raw data into useful knowledge. We’ll load a real dataset in Jupyter/Colab, clean it, analyze it, and visualize key patterns to export a file ready for modeling. You will learn to: Import CSV files and work in Jupyter Notebook (Python). Use some of the most popular Python libraries: Pandas, NumPy, Matplotlib, and Seaborn. Understand data types, analyze them, and solve common problems (with Pandas and NumPy). Explore data and visualize it through histograms, boxplots, and heatmaps (with Matplotlib and Seaborn). Whether you are just starting out in the world of data or looking to strengthen your foundations, this workshop is designed for you. Download Workshop Resources