Understand, Manage, and Prevent Algorithmic Bias
Tobias Baer
Broschiertes Buch

Understand, Manage, and Prevent Algorithmic Bias

A Guide for Business Users and Data Scientists

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Are algorithms friend or foe?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 take a bite of food that appears to have gone bad. However, inherent bias negatively affects work environments and the decision-making surrounding our communities. While the creation of algorithms and machine learning attempts to eliminate bias, they are, after all, crea...