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numpy/polynomials/README.md
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+## Polynomials
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+
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+Fit a second order polynomial to the data of previous exercises by using
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+`numpy.polyfit()`. Construct the values of the polynomial in the interval
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+[-6,6] with `numpy.polyval()`. You can use matplotlib for plotting both the
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+original points and the fitted polynomial.
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