linear regression ML tutorial

Author: dhavalsays

ML/1_linear_reg/1_linear_regression.ipynb

@@ -0,0 +1,48 @@
+year,per capita income (US$)
+1970,3399.299037
+1971,3768.297935
+1972,4251.175484
+1973,4804.463248
+1974,5576.514583
+1975,5998.144346
+1976,7062.131392
+1977,7100.12617
+1978,7247.967035
+1979,7602.912681
+1980,8355.96812
+1981,9434.390652
+1982,9619.438377
+1983,10416.53659
+1984,10790.32872
+1985,11018.95585
+1986,11482.89153
+1987,12974.80662
+1988,15080.28345
+1989,16426.72548
+1990,16838.6732
+1991,17266.09769
+1992,16412.08309
+1993,15875.58673
+1994,15755.82027
+1995,16369.31725
+1996,16699.82668
+1997,17310.75775
+1998,16622.67187
+1999,17581.02414
+2000,18987.38241
+2001,18601.39724
+2002,19232.17556
+2003,22739.42628
+2004,25719.14715
+2005,29198.05569
+2006,32738.2629
+2007,36144.48122
+2008,37446.48609
+2009,32755.17682
+2010,38420.52289
+2011,42334.71121
+2012,42665.25597
+2013,42676.46837
+2014,41039.8936
+2015,35175.18898
+2016,34229.19363

ML/1_linear_reg/Exercise/canada_per_capita_income.csv

@@ -0,0 +1,14 @@
+area
+1000
+1500
+2300
+3540
+4120
+4560
+5490
+3460
+4750
+2300
+9000
+8600
+7100

ML/1_linear_reg/areas.csv

@@ -3,4 +3,4 @@ area,price
 3000,565000
 3200,610000
 3600,680000
-4000,725000
+4000,725000

ML/1_linear_reg/equation.PNG

@@ -0,0 +1,14 @@
+area,prices
+1000,316404.1095890411
+1500,384297.9452054794
+2300,492928.0821917808
+3540,661304.794520548
+4120,740061.6438356165
+4560,799808.2191780822
+5490,926090.7534246575
+3460,650441.7808219178
+4750,825607.8767123288
+2300,492928.0821917808
+9000,1402705.479452055
+8600,1348390.4109589043
+7100,1144708.904109589