Pyomo Bootcamp: Python Optimization from Beginner to Advanced is a Pyomo software training course on implementing and solving optimization problems in Python, published by Udemy Academy. This course is very comprehensive and during the training process, you will learn very important skills such as designing and building models and optimization problems in Pyomo Jupyter and solving these problems using IPOPT, Gurobi, and CPLEX software and libraries.
This course will not be used at all for those who are not familiar with the Python programming language. Operations research is a process in which engineers compare a set of different solutions and then select the most optimal and least costly solution. This process is very important in important company decisions and prevents the loss of essential resources.
What you will learn in Pyomo Bootcamp: Python Optimization from Beginner to Advance:
- Write simple and complex pyomo models
- Linear programming
- Mixed-integer programming
- Nonlinear programming
- Multi-objective optimization
- Formulate the optimization problem in the form of Python code
- Nonlinear Mixed-Integer (MINLP) Program
- Quality Control Plan (QCP)
- Quadratic programming
- Optimization applications in mechanical engineering, chemical engineering, electrical engineering, and civil engineering
- Operations research
- Sensitivity analysis and predicting the different results of an operational decision
- Principles of Python Programming
Python Optimization Course specifications
Instructor: Optimization Team
Education Level: Basic
Number of Courses: 49
Training Duration: 4 hours and 53 minutes
Python Optimization Course topics on 2022/3
Prerequisites for Pyomo Bootcamp: Python Optimization from Beginner to Advanced
You’ve either already got it or it’s FREE. Here’s the checklist:
No extensive prior knowledge of Python is required
Your enthusiasm to learn this go-to programming language
A desire to learn new concepts like Python coding
A passion for decision making and optimization
A computer – Windows, Mac, and Linux are all supported
Setup and installation instructions are included for each platform.
No need for any license to run your codes
It’s a valuable life skill that you can not un-learn!
Python Optimization Course pictures
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