Explain the difference between a Type I significance error and a Type Il significance error.

A Type I error occurs when there really is no difference (association, correlation ...) overall, but random sampling caused your data to show a statistically significant difference (association, correlation ...). So your conclusion that the two groups are really different (associated, correlated) is an error.