Linear Programming Courses and Certifications

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

Linear Programming basics

93 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

Convex Optimization

8 reviews

Stanford University's 8-week course on Convex Optimization. Learn about convex sets, functions, optimization problems, and applications in fields like engineering, finance, and machine learning.

• edX
• 8 weeks, 10-15 hours a week
• On-Demand
• Free Online Course (Audit)

Linear and Integer Programming

9 reviews

Learn the theory and applications of Linear and Integer Programming. Develop optimization skills for research and real-world problems.

• Coursera
• Finished
• Free Online Course (Audit)

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
• Finished
• Free Online Course

• Best of All Time

Introduction to Spreadsheets and Models

6 reviews

Learn to harness the power of spreadsheets for data analysis in this 4-week course by the University of Pennsylvania. Gain skills in Excel or Sheets for building models and decision trees.

• Coursera
• 5 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Stanford Seminar - Recent Progress in Verifying Neural Networks, Zico Kolter

Stanford University offers a 1-2 hour seminar by Zico Kolter on verifying neural networks, discussing recent progress, robustness, safety, and speedups in the field.

• YouTube
• 1 hour
• On-Demand
• Free Online Course

Manufacturing Systems I

15 ratings at edX

Learn about manufacturing systems and ways to analyze them in terms of material flow and storage, information flow, capacities, and times and durations of events, especially random events.

• edX
• 8 weeks, 10-12 hours a week
• On-Demand
• Free Online Course (Audit)

UC San Diego;  Higher School of Economics

Advanced Algorithms and Complexity

675 ratings at Coursera

Explore advanced algorithms and complexity with UC San Diego's 5-week course. Learn about network flows, linear programming, hard problems, and big data processing.

• Coursera
• 1 day 3 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Technology-Assisted Decision-Making

Technology-assisted decision-making is increasingly important to modern businesses in a wide variety of fields, including finance, healthcare, marketing, and logistics, among others. It introduces speed and efficiency because substantial amounts of dat…

• Coursera
• 9 hours
• On-Demand
• Free Online Course (Audit)

Approximation Algorithms and Linear Programming

19 ratings at Coursera

Explore linear programming and approximation algorithms with the University of Colorado Boulder. Solve algorithmic problems, test algorithms, and potentially earn academic credit towards an MS in Computer Science.

• Coursera
• 2 days 27 minutes
• On-Demand
• Free Online Course (Audit)