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Interpolation Algorithms
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Summary
Interpolation Algorithms
are
Mathematical Tools
used to
Estimate unknown values
that fall within the range of a
Discrete set of known data points
. They are crucial in
Numerical Analysis
and
Data Science
for
Constructing new data points
within the range of a set of known data points, enabling
Smoother transitions
and
Predictions in datasets
.
Concepts
Polynomial Interpolation
Lagrange Interpolation
Newton's Divided Differences
Spline Interpolation
Cubic Spline
Linear Interpolation
Barycentric Interpolation
Hermite Interpolation
Rational Interpolation
Kriging
Circular Interpolation
Relevant Degrees
Computational Mathematics 100%
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