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2021 Complete Pyomo Bootcamp: Python Optimization Beginners

2021 Complete Pyomo Bootcamp: Python Optimization Beginners

2021 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.

Description

**Brand New For Oct 2020 - 2020 Complete Pyomo Bootcamp: Python Optimization Beginners Course on Udemy**

Join your 33000 fellow researchers and experts in operation research industry in learning the fundamentals of the optimal decision making and optimization.

Learn Pyomo in 3 days.

  • If you just want to learn Python then this course is not for you
  • if you want to learn Optimization modeling in Python then Welcome to the 2020 Complete Pyomo Bootcamp: Python Optimization Beginners course!
  • I will walk you through every step of Python coding with real-life case studies, actual experiments, and tons of examples from around different disciplines.

By the end of this course, you'll be able to:

  • Build the skills you need to get your first Python optiimization programming job
  • Move to a more senior software developer position
  • …then you need a solid foundation in Optimization and operation research Python programming. And this course is designed to give you those core skills, fast.
  • Code your own optimization problem in Python (Pyomo package) .
  • Receive your official certificate
  • The developed course is suitable for you even if you have no background in the power systems.

In this Optimization in Python from scratch course you will learn:

  • How to formulate your problem and implement it in Python (Pyomo) and make optimal decisions in your real-life problems
  • How to code efficiently, get familiarised with the techniques that will make your code scalable for large problems
  • How to design an action block with a clearly defined conversion goal
  • How to run sensitivity analysis in Python to predict the outcome of a decision if a situation turns out to be different compared to the key predictions.

For your convenience the course is broken into two sections :

  • General Python coding (Pure Pyomo, elements, loops, multi-objectives, conditional statements, Examples)
  • More than 40 solved examples
  • ... and much, much more!

By finishing this course, you will have the power to transform your coding skills into a powerful decision making making. .

If you think watching this course won't make a difference in your professional career ... think again.

I've consulted with several companies and researchers around the world and have consulted them on how to use optimization techniques in their business. Trust me, I learned all this the hard way.

Along with the video content of the course, there are many bonuses.

What if you have questions?

  • As if this course wasn’t complete enough, we offer full support, answering any questions you have 7 days a week (whereas many instructors answer just once per week, or not at all).
  • This means you’ll never find yourself stuck on one lesson for days on end. With our hand-holding guidance, you’ll progress smoothly through this course without any major roadblocks.

Does the course get updated?

  • It’s no secret how technology is advancing at a rapid rate. New, more powerful hardware and software are being released every day, meaning it’s crucial to stay on top with the latest knowledge.
  • A lot of other courses on Udemy get released once, and never get updated. Learning from an outdated course and/or an outdated version of Python can be counter productive and even worse it could teach you the wrong way to do things.

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