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Demonstrate the following data preprocessing tasks using python libraries.
a) Dealing with categorical data
b) Scaling the features
c) Splitting dataset into Training and Testing Sets
import pandas as pd
[2]: dataset=pd.read_csv("sample.csv")
[3]: dataset
[3]: Index nation purchase age salary
0 0 India No 25.0 35000
1 1 Russia Yes 27.0 40000
2 2 Germany No 50.0 60000
 
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