Linear Regression
“Yesterday I was clever, so I wanted to change the world. Today I am wise, so I am changing myself.”
– Rumi
Welcome to second half of the course: statistical learning! Coming attractions include various supervised and unsupervised machine learning methods. In this chapter, we first present a gentle introduction to statistical learning, followed by linear regression.
TipChapter Objectives
In this chapter, we will learn the following:
Overview of statistical learning
Types of learning
Basic Mathematical formulation of learning
Linear regression analysis
