The scipy.optimize package provides modules:
1. Unconstrained and constrained minimization
2. Global optimization routine
3. Least-squares minimization and curve fitting algorithms
4. Scalar univariate functions minimizers and root finder
5. Multivariate equation system solvers (root)
In this video, unconstrained and constrained minimization will be discussed.
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