Exploratory Data Analysis
Exploratory data analysis (EDA) is the process of understanding the data by summarizing its characteristics. This step is important before modeling the data for machine learning. From this analysis, the user can extract the information, identify the root cause of any issues in the data, and figure out the steps to initiate any policies for development. In simple terms, this type of analysis explores the data to understand and identify the patterns and trends in it. There is no common ...