[SOLVED] CS360 Assignment 3

Simple Linear Regression (One feature)                 

1. Implement the linear regression using the (a) Ordinary Least Squares (OLS) Method and (b) Gradient Descent Algorithm

Dataset: Swedish Auto Insurance dataset. Click her​ e to download​

1. You need to split the dataset into train(60%), validation (20%), and test(20%).
2. Print the train, validation, and test accuracy

Multiple Linear Regression                   

2. Implement the linear regression using the Gradient Descent

Algorithm

Dataset: Boston house pricing dataset.

Hint to load the dataset from sklearn import datasets boston = datasets.load_boston(return_X_y=False) 

1. You need to split the dataset into train(60%), validation (20%), and test(20%).
2. Print the train, validation, and test accuracy