Lecture 10 Artificial neural networks

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4 Terms

1
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profiling

finding typical behavior

2
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concept drift

the phenomenon where the statistical properties of a target variable, or the relationship between input variables and the target variable, change over time

3
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why do most data science projects fail?

infrastructure,

yechnical knowhow

data understanding

bsuiness understanding

4
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why is fairness important in data science

bc the impact of AI on our daily lives is increasing at a rapid pace

  • AI guides the online content we are exposed to

  • we rely more an dmore on AI to guide our decision making processes

  • decisions are made autonomously by AI