This book provides a comprehensive introduction to the principles of statistical analysis and probability. It aims to equip students with the tools to perform statistical tests, analyze data, and understand the role of probability in statistics. The focus is on applying statistical methods to real-world problems, fostering analytical skills and decision-making based on statistical reasoning.