Machine Learning Process

flowchart LR;
	id1(Business Understanding) --> id2(Data Understanding) --> id3(Data Preparation) --> id4(Modeling) --> id5(Evaluation) --> id6(Deployment)

EDA: One of data preparation processes

EDA is abbreviation of Exploratory Data Analysis, during this process:

• Understanding the given dataset and helps clean up the given dataset.
• It gives you a clear picture of the features and the relationships between them.
• Providing guidelines for essential variables and leaving behind/removing non-essential variables.
• Handling Missing values or human error.
• Identifying outliers.
• EDA process would be maximizing insights of a dataset.