Understand, Manage, and Prevent Algorithmic Bias A Guide for Business Users and Data Scientists /

• Main Author: Baer, Tobias (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berkeley, CA : Apress : Imprint: Apress, 2019.
• Edition: 1st ed. 2019.
• Subjects: Algorithms.; Data mining.; Computer security.; Data structures (Computer science).; Data encryption (Computer science).; Algorithm Analysis and Problem Complexity.; Data Mining and Knowledge Discovery.; Systems and Data Security.; Data Storage Representation.; Cryptology.

The human mind is evolutionarily designed to take shortcuts in order to survive. We jump to conclusions because our brains want to keep us safe. A majority of our biases work in our favor, such as when we feel a car speeding in our direction is dangerous and we instantly move, or when we decide not...