Linear Regression Deep Understanding

In data science, machine learning algorithms are used to automate a system. In practice, there are mainly two types of problems -- i. Supervised, and ii. In the supervised problem, the training dataset is labelled. That means the algorithm has a target value. The supervised learning algorithm tries to predict the values like target values and optimizes its parameters accordingly.