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Data Bias: Why It Matters, and How to Avoid It
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Author: 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 is that data is subject to biases that can alter the valuable purpose of a model built on the data.…
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8 Types of Data Bias That Can Wreck Your Machine Learning Models
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Author: 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 big problem due to the fact that if this biased data is used to create an machine learning (ML) model,…
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