This paper states the definition of uncorrelated,orthogonal and independent of course teaching.And we analyze the difference and relationship among them,especially the relationship between uncorrelated and independent by a lot of examples.Lastly,it explains the background meaning of correlation.It helps students understand those three concepts in depth,and will benefit them in understanding following contents in this course.