Data Preprocessing



Data Preprocessing
Data Exploration
4 mins
Gathering Business Knowledge
4 mins
The Dataset and the Data Dictionary
9 mins
Importing the dataset into R
3 mins
Univariate analysis and EDD
4 mins
EDD in R
12 mins
Outlier Treatment
5 mins
Outlier Treatment in R
5 mins
Missing Value Imputation
4 mins
Missing Value imputation in R
4 mins
Seasonality in Data
4 mins
Variable Transformation
2 mins
Variable transformation in R
7 mins
Dummy variable creation: Handling qualitative data
5 mins
Dummy variable creation in R
6 mins