Tag: Selection Bias
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Data Bias: Why It Matters, and How to Avoid It
Artificial Intelligence, Association Bias, Biased Data, Confirmation Bias, Data Usage, Demographic Bias, Machine Learning, Measurement Bias, Privacy Regulations, Selection BiasAuthor: Megan Wells; Publisher: Scuba; Publication Year: N/A. The following article describes how with the rise of artificial intelligence (AI) and machine learning (ML), the use of data has multiplied over the years. The problem…
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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…