This book provides a comprehensive, step-by step guide to mastering data analysis and crafting effective conclusions for Final Year Projects (FYP). By covering both qualitative and quantitative methods, including SPSS and SEM SmartPLS techniques, students gain essential skills in data screening, hypothesis testing, and statistical interpretation. The structured approach ensures clarity in presenting research findings, while practical examples enhance understanding. Ultimately, this book serves as an indispensable resource for undergraduate students, helping them navigate the complexities of research writing with confidence and precision.