Given that the body of scientific knowledge continues to increase exponentially, many scientists use tools as "black boxes" without understanding how or why they work. My goal is to explain some of the tools, equations and concepts that are used in statistics and in antibody development. I will include equation derivations as a means to deepen the understanding.