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It's Your Data, Master It.
Optimization Methods with SciPy
Overview
Skills Needed
Learn to optimize algorithms and models using SciPy library. Explore various optimization techniques, constraint handling methods, and optimization algorithms with SciPy.
Basic knowledge of Python programming
Understanding of optimization concepts
Outline
Introduction to Optimization
Unconstrained Optimization
Constrained Optimization
Linear Programming with SciPy
Non-linear Optimization
Gradient-based Optimization
Genetic Algorithms
Swarm Intelligence
Stochastic Optimization
Best Practices for Algorithm Optimization with SciPy
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