Linear Regression
Download Dataset from here https://drive.google.com/file/d/1xeSIzo_6IO_yiNmekaSVN1-4XpO55c_l/view?usp=sharing or https://drive.google.com/file/d/16km6djOKYuFcWYnR6Jem74ZgeP9XHQ7J/view?usp=sharing _____________________________________________________________________________________ 1. import numpy as np 2. data = np.loadtxt("income_data.csv", delimiter=",") 3. data.shape 4. x = data[: , 0].reshape(-1,1) 5. y = data[: , 1].reshape(-1,1) 6. from sklearn import model_selection X_train, X_test, Y_train, Y_test = model_selection.train_test_split(x , y) 7. from sklearn.linear_model import LinearRegression alg1 = LinearRegression() alg1.fit(X_train , Y_train) 8. alg1.coef_ 9. alg1.intercept_ 10. import matplotlib.pyplot as plt m = alg1.coef_[0] c...