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Computers
Although data analysis and machine learning techniques have become more sophisticated and are being used in many fields, many of the data that we deal with in our day-to-day operations are complex, incomplete, and unstructured, and cannot be put directly into machine learning models or properly analyzed. This book focuses on "pre-processing" to prepare such incomplete data for use in data analysis and machine learning.