Statistics is one of the applied sciences or helper science as it is called. In addition to the students of statistics, researchers, students with no statistics background also visit the department for learning statistics. Normal Distribution is the most widely used phenomenon in theory as well as in applications of Statistics. Hence, in 1992 I prepared a Wooden Model of Normal Distribution for better understanding of the concepts of the same. Since then students are taking benefit of the model. In 2016, in Pune University. I presented this model in National Level Competition on Innovative Models for Effective Teaching, organized by The National Academy of Sciences, India (Pune Chapter) & Dept. of Chemistry, SPP University, Pune, which was appreciated by many students and faculty members. The normal distribution is the topic of interest to scientists as well as social scientists. In this paper we have discussed Random Variable, Probability Distribution and also Normal Distribution, its importance and properties as depicted by The Wooden Model. This will enable to understand the concepts of random variable and probability distribution especially to non-statisticians. This will further enable them to learn conceptually the Normal Distribution, its importance and properties.