#Data PreProcessing with Python Pre-Modeling: Data Preprocessing in Python

Author: Kalpesh Patil, Data Scientist at Actofit Wearables

This repo contains several files:

• Notebook:
  • data_pre-processing.ipynb
  • useful functions.ipynb
• Datasets:
  • pima-indians-diabetes.data.csv
• Images:
  • tukeyiqr.jpg

1. data_pre-processing.ipynb

   Overview of the Notebook: Data Exploration Working with missing data Detecting and removing outliers Correlation analysis Data Scaling How to handle imbalanced class data Evaluate Algorithm