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Why is it important to maximize the degree to which samples and data used to train or build algorithms are representative of the population?

Psychology

Psychology

Why is it important to maximize the degree to which samples and data used to train or build algorithms are representative of the population?

In this module, you will explore the concept of algorithms in big data.

For your initial post, review the video  The Era of Blind Faith in Big Data Must End  and address the following:

· What did you find most interesting about the video?

· Why is it important to maximize the degree to which samples and data used to train or build algorithms are representative of the population?

· How can human bias influence data used to test hypotheses?

· How does the potential for human influences on data selection and interpretation relate to one of the programmatic themes below? You may want to review the  Programmatic Themes  document.

· Social justice

· Ethics

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