Tag: Underrepresented Datasets
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8 Types of Data Bias That Can Wreck Your Machine Learning Models
Biased Data, Discrimination, Machine Learning, Representation, Selection Bias, Systemic Bias, Underrepresented DatasetsAuthor: Joanna Kaminska; Publisher: Statice; Publication Year: 2022. The following article discusses how it is important to know that while working with data there is a possibility that the data is biased; this is a…
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Bias in Speech Recognition
Author: Jamie Brandon; Publisher: Springer Link; Publication Year: 2020. The following article discusses how speech recognition algorithms are less effective when it comes to Black people. An algorithm was given a matched subset of identical…