Description
Optimizing with Python: Complete Pyomo Bootcamp AZ published by Udemy Academy. Teach how to use CPLEX, IPOPT and COUENNE solvers to solve linear, nonlinear and integer programming problems in Python
Mathematical optimization is becoming increasingly popular in most quantitative disciplines such as engineering, management, economics, and operations research. Moreover, Python is one of the most famous programming languages that has gained more attention today. So we decided to create a course to master the development of optimization problems in the Python environment. In this course, you will learn how to deal with different types of mathematical optimization problems. Since this course is designed for all levels (beginner to advanced), we start from scratch where you need to formulate a problem. So after completing this course you will be able to find and formulate decision variables, objective function, constraints and define your parameters. Additionally, you will learn how to develop the formulated model in the Python environment (using the Pyomo package).
What you will learn in the Optimization with Python: Complete Pyomo Bootcamp AZ course:
- Basic concepts and terms related to optimization
- How to formulate a math problem.
- Linear Programming and LP Programming Problems in Python with Pyomo
- Mixed Integer Linear Programming (MILP) and MILP Problem Coding in Python Using Pyomo
- Nonlinear Programming (NLP) and Coding NLP Problems in Python Using Pyomo
- Mixed Integer Nonlinear Programming (MINLP) and MINLP Coding Problems in Python Using Pyomo
Who should attend :
- Students of all levels (bachelor’s, master’s and doctoral)
- Companies that want to use optimization in their business.
- Specialists in various fields such as engineering, management and operations research
- Anyone interested in learning optimization and coding in Python!
Course Specifications
- Editor: Udemy
- Instructor: Navid Shirzadi
- French language
- Training level: Introductory to Advanced
- Number of courses: 38
- Training duration: 9 hours and 24 minutes
course topics
Course prerequisites
General and basic Python skills
Pictures
Optimizing with Python: Pyomo Bootcamp AZ Complete Intro Video
installation guide
After the clip, watch with your favorite reader.
english subtitles
Quality: 720p
Download link
password file(s): free download software
File size
2.9 GB