Machine Learning

Question 1

Name 2 methods you can use to create a linear regression model?

Answer 1

(1) Gradient Descent Algorithm - an iterative algorithm

(2) Solving a Normal Equation - an analytical approach

Question 2

What is vectorization?

Answer 2

Vectorization is a case of parallelization, where a computer program is converted from a scalar implementation, which processes a single pair of operands at a time, to a vector implementation, which processes one operation on multiple pairs of operands at once.