Tag: Confirmation 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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Confirmation Bias Is The Enemy Of Exploratory Data Analysis
Author: Jonathan Davis; Publisher: The Medium; Publication Year: 2020. The following article discusses how confirmation bias is a subtle form of bias that can cause data scientists to ask questions that are prone to confirming…