In this course, students will gain a comprehensive understanding of statistical data analysis methods and develop skills in designing, executing, and analyzing experiments for engineering applications. Through active learning and hands-on experience, students will master the principles and techniques of data analysis and experimentation, including systematic data collection, estimation of models using the collected data, and the interpretation and practical implementation of the results. By the end of the course, students will be equipped with the necessary knowledge and skills to effectively apply these techniques in real-world engineering contexts.