Linear Programming Courses and Certifications

Doon University, Dehradun;  CEC

Mathematical Economics

211 reviews

After completing this course, you will have learnt: # How to build models by expressing words in symbols, numbers and equations # New techniques to solve complex problems # To measure the effect of change and discover techniques to improve your decision-…

• Swayam
• 15 weeks
• On-Demand
• Free Online Course

• Best of All Time

Optimization: principles and algorithms - Linear optimization

Learn linear optimization, duality, and the simplex algorithm in a 5-week course from École Polytechnique Fédérale de Lausanne, requiring 6-8 hours weekly.

• edX
• 5 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

Optimization - Linear Programming - Graphical & Simplex

233 ratings at Udemy

Learn the basics of Operations Research, including Graphical and Simplex methods for solving Linear Programming Problems, with this 10-hour course from a seasoned professor.

• Udemy
• 10 hours
• On-Demand
• Paid Course

Mathematical Optimization with GAMS and Pyomo (Python)

196 ratings at Udemy

Learn how to mathematically formulate 16 business problems and find their optimal solutions with GAMS and Pyomo (Python)

• Udemy
• 8 hours
• On-Demand
• Paid Course

Linear Programming basics

94 ratings at Udemy

Number 1 linear programming course. Learn the simplex method, duality and sensitivity analysis for linear programs

• Udemy
• 3 hours 6 minutes
• On-Demand
• Paid Course

Linear Programming for Data Science and Machine Learning

41 ratings at Udemy

Learn linear programming by Sketching curves, Plotting Graphs and their application in data science and machine learning

• Udemy
• 5 hours 19 minutes
• On-Demand
• Paid Course

Linear programming – the basic ideas

3 ratings at OpenLearn

This free course examines the formulation and solution of small linear programming problems. Section 1 deals with the formulation of linear programming models, describing how mathematical models of...

• OpenLearn
• 16 hours
• On-Demand
• Free Certificate

Great Learning

Linear Programming for Data Science - Data Science Tutorial

This video explains Linear Progression for Data Science with a variety of demonstrations & examples to help you learn this topic effectively and efficiently.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Online Course

The Organic Chemistry Tutor

Linear Programming

Learn linear programming basics with The Organic Chemistry Tutor in under an hour. Understand how to write objective functions, constraints, and maximize profits through examples and practice problems.

• YouTube
• 33 minutes
• On-Demand
• Free Online Course

Ryan O'Donnell

Linear Programming - Bit Complexity - Lecture 17c of CS Theory Toolkit

Explore Linear Programming's feasibility and bit complexity in this less than 1-hour material by Ryan O'Donnell at Carnegie Mellon University. Delve into math and CS fundamentals for theoretical research.

• YouTube
• 25 minutes
• On-Demand
• Free Online Course

Fields Institute

Global Optimization via the Dual SONC Cone and Linear Programming

Learn global optimization using the dual SONC cone and linear programming in less than an hour with Fields Institute. Gain insights into nonnegativity certificates, circuit functions, and numerical examples.

• YouTube
• 36 minutes
• On-Demand
• Free Online Course

Fields Institute

HiGHS - Theory, Software and Impact

Explore optimization theory, algorithms, and applications with Julian Hall from the University of Edinburgh, offered by Fields Institute. Less than 1-hour workload.

• YouTube
• 55 minutes
• On-Demand
• Free Online Course

Hausdorff Center for Mathematics

Francisco Criado - The Dual 1-Fair Packing Problem and Applications to Linear Programming

Explore the dual 1-fair packing problem and its applications to linear programming in this under 1-hour material from Hausdorff Center for Mathematics. Learn about resource allocation, network flows, and improve on Yamnitsky and Levin’s algorithm.

• YouTube
• 26 minutes
• On-Demand
• Free Online Course

Institute for Pure & Applied Mathematics (IPAM)

Neural Network Verification as Piecewise Linear Optimization

Explore neural network verification through piecewise linear optimization with Joseph Huchette from Rice University. This less than 1-hour material from IPAM delves into robustness against attacks, LP and MIP formulations, and applications.

• YouTube
• 26 minutes
• On-Demand
• Free Online Course

Simons Institute

LP, SOCP, and Optimization-Free Approaches to Polynomial Optimization

Learn LP, SOCP, and optimization-free approaches to polynomial optimization from Princeton University's Amir Ali Ahmadi in less than an hour with Simons Institute.

• YouTube
• 32 minutes
• On-Demand
• Free Online Course