Integer Programming Courses and Certifications

EuroPython Conference

From Algorithms to Agendas - A Beginner's Guide to Integer Programming

Discover how Integer Programming optimizes conference scheduling, maximizing attendee satisfaction through efficient talk allocation to time slots and rooms.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk

Center for Language & Speech Processing(CLSP), JHU

Constrained Conditional Models: Integer Linear Programming Formulations for Language Understanding

Explore Integer Linear Programming formulations for Natural Language Understanding tasks, focusing on Constrained Conditional Models to enhance probabilistic approaches with declarative constraints.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Career Certificate

Operations Research

733 ratings at Coursera

Master mathematical programming and optimization algorithms to solve real-world business and engineering problems through systematic evaluation methods and theoretical foundations.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Advanced Business Analytics: Excel Optimization & Simulation

53 ratings at Coursera

Master advanced Excel modeling techniques for business optimization, from linear programming and sensitivity analysis to simulation methods for data-driven decision-making and strategic problem-solving.

• Coursera
• 14 hours 6 minutes
• Self-Paced
• Paid Course

Operations Research (1): Models and Applications

586 ratings at Coursera

This course introduces frameworks and ideas about various types of optimization problems in the business world. In particular, we focus on how to formulate real business problems into mathematical models that can be solved by computers.

• Coursera
• 11 hours 27 minutes
• Self-Paced
• Paid Course

Business Analytics with Excel: Intermediate to Advanced

Master advanced Excel optimization techniques including linear, integer, network, and nonlinear programming with VBA macros for sophisticated business decision-making and multi-objective analysis.

• Coursera
• 12 hours 16 minutes
• Self-Paced
• Paid Course

Approximation Algorithms and Linear Programming

62 ratings at Coursera

Explore linear and integer programming for optimal solutions in resource allocation, scheduling, and task assignment. Learn approximation algorithms for NP-hard problems with guaranteed performance bounds.

• Coursera
• 1 day 22 hours 18 minutes
• Self-Paced
• Paid Course

Operations Research (2): Optimization Algorithms

161 ratings at Coursera

Explore optimization algorithms for linear, integer, and nonlinear programs. Learn efficient methods like simplex, branch-and-bound, gradient descent, and Newton's method. Apply concepts to real-world business cases.

• Coursera
• 12 hours
• Self-Paced
• Paid Course

Optimization with Python: Solve Operations Research Problems

1964 ratings at Udemy

Solve optimization problems with CPLEX, Gurobi, Pyomo... using linear programming, nonlinear, evolutionary algorithms...

• Udemy
• 12 hours 47 minutes
• Self-Paced
• Paid Course

Solving Algorithms for Discrete Optimization

44 ratings at Coursera

Explore advanced solving techniques for discrete optimization problems, enhancing modeling skills and solver selection. Learn constraint programming, mixed integer programming, and local search methods.

• Coursera
• 21 hours 52 minutes
• Self-Paced
• Paid Course

Coursera

Supply Chain Network Optimization Using MILP on RStudio

14 ratings at Coursera

Learn to optimize supply chain networks using Mixed Integer Linear Programming in RStudio. Gain hands-on experience with lpSolveAPI, problem formulation, and solution analysis.

• Coursera
• 1 hour 48 minutes
• Self-Paced
• Paid Course

Prescriptive Analytics

Dive into optimization modeling with Python, transforming complex business decisions into actionable strategies. Learn to build linear and mixed-integer models, apply linearization techniques, and leverage prescriptive analytics for efficient, data-drive…

• Coursera
• 1 day 6 hours 14 minutes
• Self-Paced
• Paid Course

Prescriptive Analytics

Master mathematical modeling and optimization techniques to transform business decision-making through prescriptive analytics using Excel-based tools and real-world case studies.

• Coursera
• 1 day 12 hours 28 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

AI Techniques, Causal Inference & Business Optimization

Master AI techniques, causal inference, and business optimization through 11 hands-on courses covering conversational AI, decision intelligence, and ethical practices for real-world impact.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

Coursera

Job Shop Scheduling Using MILP Optimization on RStudio

Learn to optimize job shop scheduling using Mixed Integer Linear Programming in RStudio. Gain hands-on experience with formulating, solving, and analyzing complex scheduling problems using the lpSolveAPI library.

• Coursera
• 2 hours 2 minutes
• Self-Paced
• Paid Course