Update app.py

app.py

@@ -9,6 +9,9 @@ df = pd.read_csv('housing.csv')
 df.rename(columns = {'Avg. Area Income':'Income','Avg. Area House Age':'House_age', 'Avg. Area Number of Rooms':'No_rooms',
        'Avg. Area Number of Bedrooms':'No_bedrooms', 'Area Population':'population'},inplace = True)
 
+# we will drop number of bedrooms column from the dataset
+
+df.drop(columns= ['No_bedrooms'],inplace=True)
 
 X_train,X_test,y_train,y_test = train_test_split(df.drop(columns =['Price']),
                                                  df['Price'],