Data Preprocessing

Data Preprocessing
Gathering Business Knowledge
4 mins
Data Exploration
4 mins
The Dataset and the Data Dictionary
8 mins
Study Material and datasets
8.85 MB
Importing Data in Python
7 mins
Univariate analysis and EDD
4 mins
EDD in Python
13 mins
Outlier Treatment
5 mins
Outlier Treatment in Python
15 mins
Missing Value Imputation
4 mins
Missing Value Imputation in Python
5 mins
Seasonality in Data
4 mins
Bi-variate analysis and Variable transformation
17 mins
Variable transformation and deletion in Python
10 mins
Non-usable variables
5 mins
Dummy variable creation: Handling qualitative data
5 mins
Dummy variable creation in Python
6 mins
Correlation Analysis
11 mins
Correlation Analysis in Python
8 mins