From 83c1a717ff267cb360c6f3d6eb23a26b80c44758 Mon Sep 17 00:00:00 2001
From: Vinotha10 <153293953+Vinotha10@users.noreply.github.com>
Date: Tue, 5 Nov 2024 23:02:35 +0530
Subject: [PATCH] Create ans

---
 ML/1_linear_reg/Exercise/ans | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)
 create mode 100644 ML/1_linear_reg/Exercise/ans

diff --git a/ML/1_linear_reg/Exercise/ans b/ML/1_linear_reg/Exercise/ans
new file mode 100644
index 00000000..d2f81e2c
--- /dev/null
+++ b/ML/1_linear_reg/Exercise/ans
@@ -0,0 +1,17 @@
+import pandas as pd
+import numpy as np
+import matplotlib.pyplot as plt
+from sklearn import linear_model
+df=pd.read_csv(r"C:\Users\Lenovo\Documents\Machine Learning\canada_per_capita_income.csv")
+df
+reg=linear_model.LinearRegression()
+reg.fit(df[['year']],df['per_capita_income (US$)'])
+reg.predict([[2020]])
+%matplotlib inline
+import matplotlib.pyplot as plt
+
+plt.xlabel('Year')
+plt.ylabel('Per Capita Income')
+plt.scatter(df.year, df['per_capita_income (US$)'], color='red', marker='+') 
+plt.plot(df.year, reg.predict(df[['year']]), color='green') 
+plt.show()