Linear Programming Courses and Certifications

Master linear programming using graphical and simplex method

426 ratings at Udemy

Learn LPP optimization with practical applications of duality, Sensitivity analysis using 2 & 3-Variable Problems

• Udemy
• 10 hours 17 minutes
• On-Demand
• Paid Course

Linear Programming basics

101 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

Industrial Optimization: Models & Linear Programming

Explore deterministic models for industrial operations, focusing on linear programming formulation and solution techniques using software tools and algorithms.

• Coursera
• 11 hours 27 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

Introduction to Linear Programming: Manual Methods and Basic Software Tools

Master linear programming fundamentals through manual methods and software tools like Excel and R, covering problem formulation, graphical solutions, and simplex methods.

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

The Organic Chemistry Tutor

Linear Programming

Introduction to linear programming: write objective functions, find corner points, solve inequalities, determine maximum profit, and optimize production. Includes examples and practice problems.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Excellence Academy

Simplex Method for Solving Linear Programming Problems

Master the Simplex Method for solving Linear Programming problems through step-by-step explanations and practical examples. Enhance your mathematical problem-solving skills.

• YouTube
• 41 minutes
• On-Demand
• Free Video

Excellence Academy

Linear Programming 1 - Graphical Method

Explore linear programming concepts and solve problems using the graphical method in this comprehensive mathematics tutorial.

• YouTube
• 41 minutes
• On-Demand
• Free Video

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 Video

Duality in Linear Programming - Lecture 13

Explore duality concepts in linear programming, including dual formulation for arbitrary programs, complementary slackness, physics-inspired strong duality proofs, and Koenig's theorem applications.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Introduction to Linear Programming - Lecture 12

Discover linear programming fundamentals through diet and bake sale problems, exploring standard and canonical forms plus duality concepts in discrete mathematics.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

Hausdorff Center for Mathematics

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

Explore proportional fairness in resource allocation, its dual problem, and applications to linear programming algorithms, focusing on geometric relationships and potential improvements.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Fields Institute

Global Optimization via the Dual SONC Cone and Linear Programming

Explore global optimization techniques using the dual SONC cone and linear programming, with applications to minimizing exponential sums and multivariate real polynomials.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Ryan O'Donnell

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

Explore bit complexity in Linear Programming, feasible solutions, and the implications for NP ∩ coNP. Delve into fundamental concepts for theoretical computer science research.

• YouTube
• 25 minutes
• On-Demand
• Free Video