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  • Discrete Optimization

Discrete Optimization Courses

Discrete optimization courses can help you learn linear programming, integer programming, and combinatorial optimization techniques. You can build skills in problem formulation, algorithm design, and solution analysis. Many courses introduce tools such as MATLAB, Python libraries like PuLP and SciPy, and optimization software like CPLEX, showing how these skills are applied to logistics, resource allocation, and scheduling challenges.

Popular Discrete Optimization Courses and Certifications


  • É

    École normale supérieure

    Approximation Algorithms Part I

    Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Graph Theory, Operations Research, Linear Algebra, Applied Mathematics, Mathematical Modeling, Solution Design, Probability

    4.7 stars, 558 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (558) · Mixed · Course · 1 - 3 Months

    Category: Free
    Free
  • 2

    28DIGITAL

    Approximation Algorithms

    Skills you'll gain: Algorithms, Graph Theory, Model Optimization, Applied Mathematics, Theoretical Computer Science, Combinatorics, Operations Research

    4.7 stars, 33 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (33) · Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Algorithms and Problem-Solving Techniques

    Skills you'll gain: Data Structures, Algorithms, Computational Thinking, Solution Design, Model Optimization, Computational Logic

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Optimization, Quality, and Operational Excellence

    Beginner · Course

    Status: Free trial
    Free trial
  • É

    École normale supérieure

    Approximation Algorithms Part II

    Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Operations Research, Graph Theory, Applied Mathematics, Model Optimization, Advanced Mathematics, Linear Algebra, Mathematical Modeling, Network Model, Probability, Probability & Statistics

    4.7 stars, 48 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (48) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • N

    National Taiwan University

    Operations Research (3): Theory

    Skills you'll gain: Operations Research, Network Model, Statistical Machine Learning, Case Studies, Applied Mathematics, Mathematical Modeling, Machine Learning, Model Optimization, Mathematical Theory & Analysis, Transportation Operations, Business Analytics, Linear Algebra, Resource Allocation, Classification Algorithms, Algorithms

    4.9 stars, 97 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.9 (97) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Dartmouth College

    Simulation for Digital Transformation

    Skills you'll gain: Simulations, Simulation and Simulation Software, Analytics, Digital Transformation, Complex Problem Solving, Predictive Analytics, Data-Driven Decision-Making, Process Modeling, Verification And Validation, Probability, Process Optimization, Data Integration, Risk Management, Probability Distribution, Python Programming, Event-Driven Programming, Decision Making, Performance Analysis

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Advanced Problem-Solving Methods and Search Algorithms

    Skills you'll gain: Algorithms, Computational Thinking, Data Structures, Geometry

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Advanced Models for Decision Making

    Skills you'll gain: Operations Research, Supply Chain Planning, Supply Chain, Transportation, Supply Chain, and Logistics, Workforce Management, Resource Planning, Business Analytics, Applied Mathematics, Mathematical Modeling, Manufacturing Operations, Operations Management, Workforce Planning, Financial Modeling, Inventory Control, Business Analysis, Microsoft Excel, Production Process, Resource Allocation, Analytics, Cash Management

    4.7 stars, 61 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (61) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Fine-Tune & Optimize Generative AI Models

    Skills you'll gain: Fine-tuning, Hugging Face, LLM Application, Model Optimization, Large Language Modeling, MLOps (Machine Learning Operations), Generative AI, AI Product Strategy, Transfer Learning, Model Training, Applied Machine Learning, AI Personalization, Model Evaluation, Performance Tuning, Model Based Systems Engineering, Memory Management, Program Evaluation, Analysis, Probability Distribution

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    GKE Workload Optimization

    Skills you'll gain: Kubernetes, Load Balancing, Cloud-Native Computing, Application Deployment, Google Cloud Platform, Containerization, Performance Stress Testing, DevOps, Performance Testing, Routing Protocols, Cloud Infrastructure

    Intermediate · Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • C

    Coursera

    Optimize AI: Fine-Tune & Maximize Accuracy

    Skills you'll gain: Fine-tuning, Vision Transformer (ViT), Model Deployment, Model Optimization, Model Training, MLOps (Machine Learning Operations), Keras (Neural Network Library), Predictive Modeling

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
1…8910…237

In summary, here are 10 of our most popular discrete optimization courses

  • Approximation Algorithms Part I: École normale supérieure
  • Approximation Algorithms: 28DIGITAL
  • Advanced Algorithms and Problem-Solving Techniques: Packt
  • Optimization, Quality, and Operational Excellence: Amazon Web Services
  • Approximation Algorithms Part II: École normale supérieure
  • Operations Research (3): Theory: National Taiwan University
  • Simulation for Digital Transformation: Dartmouth College
  • Advanced Problem-Solving Methods and Search Algorithms: Packt
  • Advanced Models for Decision Making: University of Minnesota
  • Fine-Tune & Optimize Generative AI Models: Coursera

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