Master Linear Programming in Python with PuLP

13 Lessons
1h
Join 2.8 million developers at
We make optimization decisions every day. To improve the performance of your applications, computers need to do the same. This course will help you optimize computing functions through the open-source Python library PuLP. In this course, you’ll learn about linear programming, an optimization approach that maximizes or minimizes functions through defined algebra, and the PuLP library along with its various optimizers available via APIs. You’ll identify the variables and constraints of computing functions and define the optimization goals. You’ll then learn and practice common linear programming algorithms. Finally, you’ll be introduced to potential applications in the real world. By the end of the course, you will be able to optimize computing functions using Python and PuLP.
We make optimization decisions every day. To improve the performance of your applications, computers need to do the same. This c...Show More

WHAT YOU'LL LEARN

Get introduced to different solvers and algorithms for optimization
Solve real-world linear optimization examples
Learn how to use the PuLP library for linear optimization
Get introduced to different solvers and algorithms for optimization

Show more

Learning Roadmap

Your Personalized Roadmap is ready!
Your roadmap is tailored to your weekly
schedule - adjust it anytime.
Your roadmap is tailored to your weekly schedule - adjust it anytime.
You can customize your roadmap further or retake assessment from here
Certificate of Completion
Showcase your accomplishment by sharing your certificate of completion.
Author NameMaster Linear Programming inPython with PuLP

Course Author:

Developed by MAANG Engineers
Every Educative lesson is designed by a team of ex-MAANG software engineers and PhD computer science educators, and developed in consultation with developers and data scientists working at Meta, Google, and more. Our mission is to get you hands-on with the necessary skills to stay ahead in a constantly changing industry. No video, no fluff. Just interactive, project-based learning with personalized feedback that adapts to your goals and experience.

Trusted by 2.8 million developers working at companies

Fuel Your Tech Career with Smarter Learning

Built for 10x Developers
Get job-ready by lessons designed by industry professionals
Roadmaps Built Just for You
One-size-fits-all courses are a thing of the past
Keeping you state-of-the-art
Future proof yourself with our catalog
Meet PAL - Your AI Coach
Get Personalized feedback from your personalized learning agent
Built to Simulate the MAANG Experience
AI Mock Interviews & Quizzes with targeted guidance

Free Resources