This book mentioned about Introduction to Statistics, Methods of Data Collection and Presentation, Measures of Central Tendency, Measures of Variation, Sampling and Sampling Distribution of the Mean and Proportion, Simple Linear Regression and Correlation and An Overview of Hypothesis Testing. It will help for the students, scholars, researchers and teachers who needs the help to understand the generic statistics ideas and methods. This book is the compiled materials from various sources of journals, books and reports. We hope this will help for academic and research institution who can understand the statistics. How to test the hypothesis in unusual situation is the new ideas of authors.