3 Powerful Python Libraries to (Partially) Automate EDA And Get You Started With Your Data Project

All machine learning problems are data problems.

To avoid the old adage of “garbage in, garbage out,” it makes sense that you should spend considerable time understanding and cleaning your data. I recently read “The Kaggle Book” by Konrad Banachewicz & Luca Massaron, where they interview many Kaggle grandmasters. Interestingly, rushing or skipping the EDA is the most common mistake they and beginners make.