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_episodes/02-numpy.md
@@ -166,7 +166,7 @@ are their daily inflammation measurements.
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> {: .output}
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>
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> This tells us that the NumPy array's elements are
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-> [floating-point numbers]({{ page.root }}/reference.html#floating-point number).
+> [floating-point numbers]({{ page.root }}/reference.html#floating-point-number).
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{: .callout}
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With the following command, we can see the array's [shape]({{ page.root }}/reference.html#shape):
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