
Correlation vs. cosine similarity

Why do we need these normalizations? If you want to know the relationship between, for example, time spent in higher education and post-education salary, you don’t want to worry about whether “time spent” is measured using hours, days, months, or years; and you don’t want to worry about whether salary is measured using dollars, thousands of dollars... See more