Data Analytics Program
Data Analytics Program: Build a simple linear regression model for Salary Prediction from years of experience.(Download Salary dataset from kaggle). Find the accuracy of the model. In [ ]: 1 In [61]: 1 2 import pandas as pd 3 In [62]: 1 2 data = pd . read_csv ( "Salary.csv" ) 3 data 4 Out[62]: experience salary 0 1 100 1 2 200 2 3 300 3 4 405 4 5 499 5 7 700 6 8 800 7 9 900 In [63]: 1 2 data . isnull () 3 Out[63]: experience salary 0 False False 1 False False 2 False False 3 False False 4 False False 5 False False 6 False False 7 False False In [64]: 1 2 data . describe () 3 Out[64]: experience salary count 8.000000 8.00000 mean 4.875000 488.00000 std 2.900123 289.79648 min 1.000000 100.00000 25% 2.750000 275.00000 50% 4.500000 452.00000 75% 7.250000 725.00000 max 9.000000 900.00000 In [65]: 1 2 data . head () 3 Out[65]: experience salary 0 1 100 1 2 200 2 3 300 3 4 405 4 5 499 In [66]: 1 2 data . tail ()...