This book is a practical guide to spotting the parts of a dataset that deviate from the norm, even when they're hidden or intertwined among the expected data points. Brett Kennedy explains how outlier ...

This comprehensive tutorial provides a step by step guide to performing exploratory data analysis on complex datasets using Python Pandas, Seaborn, and Matplotlib. Learn how to inspect data structures ...

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...

After previously detailing how to examine data files and how to identify and deal with missing data, Dr. James McCaffrey of Microsoft Research now uses a full code sample and step-by-step directions ...