7 Steps to Mastering Data Preparation with Python
Data preparation, cleaning, preprocessing, cleansing, wrangling. Whatever term you choose, they refer to a roughly related set of premodeling data activities in the machine learning, data mining, and data science communities. Data preparation in the CRISPDM model. For example, the allknowing Wikipedia defines data cleansing as: