Recipient: Bartosz Kasperczak

Issue date: 04.09.2026

Description: This intensive 6-month Python training program provided comprehensive knowledge and hands-on practice in data analysis using Python. The curriculum covered Python fundamentals, data manipulation with Pandas, data visualization with Matplotlib and Seaborn, and statistical analysis, including hypothesis testing, correlation, and regression. Participants were also introduced to machine learning with Scikit-learn, including data preprocessing, model evaluation and interpretation, and selected supervised and unsupervised learning algorithms. A strong emphasis was placed on continuous learning and practical application through daily Python coding exercises and weekly assessments. The program culminated in a final project covering the complete data analysis workflow - from data preparation and exploration to visualization, statistical analysis, and predictive modeling.