Get your raw data cleaned up and ready for processing to design better data analytic solutions Key Features • Develop the skills to perform data cleaning, data integration, data reduction, and data transformation • Make the most of your raw data with powerful data transformation and massaging techniques • Perform thorough data cleaning, including dealing with missing values and outliers Book Description Hands-On Data Preprocessing is a primer on the best data cleaning and preprocessing tec...

Witnessing the growing division in our communities, cities, and country is heartbreaking. Our worlds feel ripped apart, and we all know the pain of feeling separated.While we universally agree on the need to bridge our divides, our calls for unity often intensify our differences instead of healing them. One significant reason is the irresponsible use of science. Its misuse, abuse, and overuse have deepened our divides.This book begins with accessible chapters on the fundame...