Implement the perceptron learning algorithm (PLA) and linear regression (pseudoinverse) discussed in class. Please separate the problem in 3 main steps, for each step indicate the command and describe...

Implement the perceptron learning algorithm (PLA) and linear regression (pseudoinverse) discussed in class. Please separate the problem in 3 main steps, for each step indicate the command and describe what it executes.
1) Generation of the data and labeling.

2) Apply and describe PLA.
3) Apply and describe Linear regression by computing the pseudo inverse.

Requirement:

1. 
   

   You are required not to use the existing classifier and regression function in library.
   

   
   


2. 
   

   Please submit your code in python