Solve the following problems. $($a$)$ Two vectors x and y have zero mean. What is the relationship of the cosine measure and correlation between them? $($b$)$ Derive the mathematical relationship between cosine similarity and Eu clidean distance when each data object vector has an L$2$ length $($magni tude$)$ of $1.($NOTE: your final answer should be independent of the original vectors$).$