#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
-
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