Integer Programming Courses and Certifications

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
• On-Demand
• Paid Course

Quantitative Analysis

Learn and review key topics in quantitative decision-making for business, including risk analysis, simulation, inventory models, and linear programming, to enhance your skills and exam performance.

• Study.com
• 7 hours 12 minutes
• On-Demand
• Paid Course

UExcel Quantitative Analysis: Study Guide & Test Prep

Comprehensive preparation for UExcel Quantitative Analysis exam, covering decision-making, inventory models, queueing theory, and project management to earn business credits.

• Study.com
• 7 hours 20 minutes
• On-Demand
• Paid Course

GERAD Research Center

Dynamic Scheduling of E-Sports Tournaments

Explore dynamic scheduling for e-sports tournaments using Swiss system design, Colley's method, and integer programming to maximize fairness and viewer utility.

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

GERAD Research Center

Personalized Shift Scheduling Problems: From Modelling to Efficient Resolution

Explore personalized shift scheduling challenges, modeling techniques, and efficient resolution methods for complex employee scheduling problems like nurse rostering.

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

Alan Turing Institute

Optimisation - Linear Integer Programming - Professor Raphael Hauser

Explore linear integer programming, mixed integer models, and branch-and-bound algorithms for solving complex optimization problems in supply chain management and traveling salesman scenarios.

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

Inside Livermore Lab

Simultaneous Feature Selection and Outlier Detection Using Mixed-Integer Programming

Explore mixed-integer programming for simultaneous feature selection and outlier detection in high-dimensional regressions, with applications to biomedical research and microbiome studies.

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

GERAD Research Center

Mixed-Integer Programming: 65 Years of History and the Artificial Intelligence Challenge - DS4DM Coffee Talk

Explore the evolution of Mixed-Integer Programming, from its 1958 roots to modern AI integration, and its impact on solving diverse optimization problems.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Computational Genomics Summer Institute CGSI

Introduction to Integer Linear Programming - CGSI 2024

Dive into the fundamentals of Integer Linear Programming with Mohammed El-Kebir, exploring its applications in computational genomics and tumor phylogeny estimation.

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

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
• On-Demand
• Free Video

Computational Genomics Summer Institute CGSI

Integer Linear Programming for Computational Biology

Discover how integer linear programming solves complex computational biology problems through practical applications and mathematical optimization techniques.

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

Center for Language & Speech Processing(CLSP), JHU

Constrained Conditional Models - Integer Linear Programming Formulations for Natural Language Processing

Explore integer linear programming formulations for constrained conditional models in natural language processing with expert insights from University of Illinois.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Mathematical Optimization for Business Problems

Learn mathematical programming fundamentals to model and solve optimization problems using IBM Decision Optimization technology, covering key concepts, techniques, and algorithms.

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

Wrath of Math

Pokémon Problem from the 2023 IMO Shortlist - Math Competition Challenge

Dive into a challenging Pokémon-themed algebra problem from the 2023 IMO shortlist, exploring optimal food distribution strategies to minimize dissatisfaction with integer constraints.

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

International Centre for Theoretical Sciences

Computational Complexity in Theory and in Practice by Richard M. Karp

Explore the contrast between theoretical and practical approaches to algorithm efficiency, covering complexity classes, NP-completeness, approximation algorithms, and real-world applications.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video