What is multivariate regression?
As linear regression is too simple for real-world applications, you can use multi-variate instead. So you can have n variables instead of just 2.
Ex: instead of calculating house price only on location and size, you can include no. of bedrooms, age etc.
What is logistic regression?
A statistical model that uses a logistic function to model a binary dependent variable.