Integer Programming Courses and Certifications

Hausdorff Center for Mathematics

Daniel Dadush- Integer Programming and the Kannan-Lovasz Conjecture

Explore advanced integer programming techniques, lattice theory, and the Kannan-Lovasz conjecture in this high-level overview of solving n-variable integer programs efficiently, with insights into recent progress and key concepts.

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

Hausdorff Center for Mathematics

Sparse Integer Programming Is FPT

Explore sparse integer programming's fixed-parameter tractability, its implications for parameterized complexity, and related concepts in variable dimension optimization.

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

Hausdorff Center for Mathematics

Gomory Mixed Integer Cuts Are Optimal

Explores the theoretical superiority of Gomory mixed-integer cuts in integer programming, demonstrating their optimality in maximizing volume cut-off from the nonnegative orthant in infinite group relaxations.

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

Operations Research (1): Models and Applications

462 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
• On-Demand
• Free Online Course (Audit)

Operations Research (2): Optimization Algorithms

121 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
• On-Demand
• Free Online Course (Audit)

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

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

Prescriptive Analytics

Learn to optimize decisions using prescriptive analytics techniques like linear programming, integer programming, and multicriteria optimization for complex business problems.

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

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

SUNY Binghamton

Operations Research

Learn essential Operations Research techniques: linear programming, network analysis, integer programming, nonlinear optimization, game theory, Markov chains, and inventory management. Gain practical skills using AMPL software.

• YouTube
• 8 hours
• On-Demand
• Free Online Course

Institute for Pure & Applied Mathematics (IPAM)

Fair and Interpretable Decision Rules for Binary Classification

Explore fair and interpretable decision rules for binary classification using Boolean rule sets in DNF, with a focus on maximizing accuracy while maintaining group fairness constraints.

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

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 Online Course

TheIACR

Design in Type I, Run in Type III - Fast and Scalable Bilinear Type Conversion Using Integer Programm

Explore fast and scalable bilinear type conversion techniques using integer programming, focusing on designing in Type I and running in Type III for improved efficiency.

• YouTube
• 23 minutes
• On-Demand
• Conference Talk

Institute for Pure & Applied Mathematics (IPAM)

Optimization Models for Public Transport

Optimization models for public transport planning, covering network design, scheduling, and equity considerations. Explores mathematical approaches to enhance efficiency and passenger convenience in transit systems.

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