Chapter 5: Exploratory Data Analysis with DataRobot
In this chapter, we will cover tasks related to exploring and analyzing your dataset with DataRobot. DataRobot performs many functions that you will need to perform this analysis, but it is still up to you to make sense of it.
By the end of this chapter, you will have learned how to utilize DataRobot to perform exploratory data analysis (EDA). In this chapter, we're going to cover the following main topics:
- Data ingestion and data cataloging
- Data quality assessment
- EDA
- Setting the target feature and correlation analysis
- Feature selection
