Data Preprocessing

Data Preprocessing
Gathering Business Knowledge
4 mins
Data Exploration
4 mins
The Dataset and the Data Dictionary
8 mins
Importing the dataset into R
3 mins
Univariate analysis and EDD
4 mins
EDD in R
13 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
Bi-variate analysis and Variable transformation
17 mins
Variable transformation in R
10 mins
Non-usable variables
5 mins
Dummy variable creation: Handling qualitative data
5 mins
Dummy variable creation in R
6 mins
Correlation Analysis
11 mins
Correlation Matrix in R
9 mins