Cognitive Bias
Cognitive bias refers to the systematic errors in thinking that occur when people are processing and interpreting information in the world around them. These biases can affect the way people make decisions, evaluate evidence, and form beliefs. In data science and artificial intelligence, cognitive biases can impact the accuracy and reliability of algorithms and models. For example, confirmation bias can lead to overfitting of models, while availability bias can result in the overestimation of rare events. It is important for data scientists and AI experts to be aware of these biases and take steps to mitigate their effects.
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