Data Preparation: Raw data is inherently messy and involves cleansing and pre-processing just before Assessment. This stage will involve tasks like identifying and handling missing values, correcting inconsistencies, formatting data right into a steady construction, and likely getting rid of outliers.There exists also a robust enterprise scenario t