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                 Answer the following questions:
                    1.  What advantage do NumPy arrays hold over Python lists?

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                    2.  What are the ways in which an AI system can capture data?

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                    3.  Data Science plays a very important role in shaping an AI model. Justify this statement.

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                    4.  What are some of the errors  that might occur during data collection?

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