2020 Complete Pyomo Bootcamp: Python Optimization Beginners

2020 Complete Pyomo Bootcamp: Python Optimization Beginners

Complete online programming guide on how to learn skills to build your decision analysis projects in Pyomo Jupyter

What you’ll learn

  • Write simple and complex pyomo models
  • LP, MIP, MINLP, NLP ,QCP, MIQCP
  • How to mathematically formulate your optimization problems in Python?
  • Practice Exercises to Confirm the Learnings
  • How to find the duality coefficients of the constraints ?
  • Build the skills you need to get your first Operation research / Optimization job /OR Scientist position
  • Build a complete understanding of Pyomo models from the ground up!
  • How to start coding your optimization problem in Python (pyomo)? Linear programming, Mixed Integer programming, Quadratic programming, Non-linear Programming
  • Is it suitable for Mechanical engineering ? Yes, for example : design problems
  • Is it suitable for Chemical engineering ? Yes, for example : optimal design of chemical systems, optimal operation of chemical units, pooling-blending, optimal control of a process and etc.
  • Is it suitable for Electrical engineering ? Yes, for example : optimal operation and planning of power plants, optimal power flow and etc.
  • Is it suitable for Civil engineering ? Yes for example in traffic management, bridge design , reinforcement planning and etc.

Requirements

  • 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 optimisation
  • A computer – Windows, Mac, and Linux are all supported
  • Setup and installation instructions are included for each platform.
  • No need for any licence to run your codes
  • It’s a valuable lifetime skill which you can’t un-learn!

Who this course is for:

  • Anyone who needs to make some sort of decisions
  • Any discipline that requires optimization and decision making
  • Academics or industry experts in operation research and optimization
  • Entrepreneurs
  • Business Owners involved in Energy/Healthcare/Service providers/ and other industries
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