Enroll Course: https://www.udemy.com/course/otimizacao-em-python/
In today’s increasingly complex business landscape, making optimal decisions is paramount. With vast amounts of rapidly changing information, tackling operational and long-term planning without robust optimization techniques can feel like an impossible task. Professionals who excel in these areas are highly sought after by corporations.
This Udemy course, “Otimização em Python: Pesquisa Operacional,” is designed to equip you with the essential knowledge to solve complex optimization problems. You’ll delve into a comprehensive range of techniques, including:
* **Linear Programming (LP)**
* **Mixed-Integer Linear Programming (MILP)**
* **Nonlinear Programming (NLP)**
* **Mixed-Integer Nonlinear Programming (MINLP)**
* **Genetic Algorithms (GA)**
* **Particle Swarm Optimization (PSO)**
* **Constraint Programming (CP)**
The course goes beyond theory, providing hands-on experience with leading solvers and frameworks in the market, both free and paid, all through the power of Python. You’ll get to work with:
* **Solvers:** CPLEX, Gurobi, GLPK, CBC, IPOPT, Couenne, SCIP
* **Frameworks:** Pyomo, Or-Tools, PuLP
* **Libraries/Tools:** Geneticalgorithm, Pyswarm, Numpy, Pandas, Matplotlib, Spyder, Jupyter Notebook
To solidify your understanding, the course features practical, step-by-step exercises that tackle real-world scenarios. Imagine optimizing garden planting, planning efficient routes, maximizing revenue for a car rental company, or analyzing optimal power flow in electrical systems. These are just some of the exciting challenges you’ll overcome.
While the course has a strong focus on optimization techniques, you’ll also gain valuable insights into AI techniques like Genetic Algorithms and Particle Swarm Optimization. And for those new to Python, rest assured! The course includes a thorough introduction to installing Python, necessary libraries, and the basic usage required, making it accessible even for beginners.
Upon completion, you’ll receive a certificate from Udemy, a testament to your newly acquired skills. This course is an excellent investment for anyone looking to boost their professional and academic career by mastering the art of optimization with Python.
Enroll Course: https://www.udemy.com/course/otimizacao-em-python/