The course will start with the general principles of data analysis and explore fundamental techniques and their applications in various scientific contexts. Topics will include statistical analysis methods, modeling, and data interpretation, with a particular focus on applications in gravitational-wave search. Students will gain the skills to apply the knowledge learned rigorously, not only in the study of gravitational waves but also in different scientific fields, approaching data analysis in a versatile way that can be applied across various areas of research.