Data Processing Template

Data Processing Template

1. 1. Import Library

   • numpy : math functions
   • Matplotlib.pylot : plot
   • pandas: ???

2. 2. Import Dataset

   • dataset.read_csv('Data.csv')
     • iloc
   • Set working directory

3. 3. Encode categorical data

   • library: sklearn.processing
     • LabelEncoder
       • fit_transform
     • OneHotEcoder

4. 4. Splitting dataset

   • Training set
   • Test Set
   • sklearn.cross_validation import train_test_split

5. 5. Feature Scaling

   • skleanr.preprocessing import StandardScaler
     • fit_transform