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  • Mathematical Optimization

Mathematical Optimization Courses

Mathematical optimization courses can help you learn linear programming, integer programming, and nonlinear optimization techniques. You can build skills in formulating optimization problems, analyzing constraints, and applying algorithms to find optimal solutions. Many courses introduce tools like Python, R, and MATLAB, which are used to implement optimization models and analyze data effectively.


Popular Mathematical Optimization Courses and Certifications


  • M

    Microsoft

    Program Management Fundamentals

    Skills you'll gain: Program Management, Return On Investment, Project Portfolio Management, Organizational Strategy, Program Implementation, Project Management, Project Management Life Cycle, Project Management Institute (PMI) Methodology, Benefits Administration

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

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • J

    Johns Hopkins University

    Foundations of Neural Networks

    Skills you'll gain: Responsible AI, Autoencoders, Model Training, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Data Ethics, Model Optimization, Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Generative Adversarial Networks (GANs), Machine Learning Algorithms, Model Deployment, Generative Model Architectures, Debugging, Machine Learning Methods, Artificial Intelligence, Image Analysis, Unsupervised Learning

    ★ 4.5 (24) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • I

    IBM

    Generative AI: Elevate your Software Development Career

    Skills you'll gain: Data Ethics, Generative AI Agents, Generative AI, Software Design Documents, Software Design, AI Integrations, Software Architecture, Agentic Workflows, Continuous Integration, Software Development, Prompt Patterns, LLM Application, Application Security, Software Engineering, Code Review, Debugging, DevSecOps

    ★ 4.5 (246) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • G

    Google Cloud

    Build and Modernize Applications With Generative AI

    Skills you'll gain: Generative AI, Prompt Engineering Tools, Model Optimization, Serverless Computing, AI Workflows, AI Orchestration, Systems Development Life Cycle, Cloud Development, Development Testing, Mobile Development Tools, AI Enablement, AI Integrations, Application Development, Cloud Platforms, Web Analytics and SEO, Application Deployment, Software Development Tools, Cloud-Based Integration, Code Review, Computer Programming Tools

    ★ 4.1 (49) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • R

    Rice University

    Portfolio Selection and Risk Management

    Skills you'll gain: Portfolio Risk, Portfolio Management, Investment Management, Risk Modeling, Investments, Financial Market, Risk Management, Equities, Finance, Risk Appetite, Return On Investment, Risk Mitigation, Risk Analysis, Statistical Methods, Probability Distribution, Correlation Analysis, Decision Making, Quantitative Research, Variance Analysis

    ★ 4.6 (634) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • R

    Rutgers the State University of New Jersey

    Inventory Analytics

    Skills you'll gain: Inventory Control, Supply Chain, Financial Statement Analysis, Data Analysis, Financial Data, Case Studies

    ★ 4.6 (274) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • U

    University of California San Diego

    Delivery Problem

    Skills you'll gain: Combinatorics, Theoretical Computer Science, Algorithms, Graph Theory, Computational Thinking, Applied Mathematics, Python Programming, Program Development, Mathematical Modeling

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

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Harnessing LLMs: Strategy, Fine-Tuning & Evaluation

    Skills you'll gain: Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Model Evaluation, Responsible AI, Fine-tuning, LangChain, Model Optimization, Large Language Modeling, Generative Model Architectures, Model Deployment, Generative AI, Generative Adversarial Networks (GANs), Application Deployment, Application Development, AI literacy, Technical Management, Business Strategy, Python Programming

    ★ 4 (74) · Intermediate · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • N

    National Taiwan University

    機器人學一 (Robotics (1))

    Skills you'll gain: Robotics, Mechanics, Linear Algebra, Engineering Calculations, Trigonometry, Applied Mathematics, Mathematical Modeling, Spatial Analysis

    ★ 4.7 (64) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Credit offered
    Credit offered
  • É

    École Polytechnique Fédérale de Lausanne

    Mécanique de Newton

    Skills you'll gain: Differential Equations, Engineering Analysis, Mechanics, Applied Mathematics, Calculus, Mechanical Engineering, Mathematical Modeling, Physics, Geometry, Vibrations, Logical Reasoning, Derivatives

    ★ 4.6 (113) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Credit offered
    Credit offered
  • U

    University of Minnesota

    Fundamentals of Fluid Power

    Skills you'll gain: Hydraulics, Pump Stations, Mechanical Engineering, Schematic Diagrams, Simulation and Simulation Software, Simulations, Engineering Analysis, Control Systems, Engineering Calculations, Mathematical Modeling, Matlab

    ★ 4.8 (1.5K) · Mixed · Course · 1 - 3 Months

    Category: Free
    Free
    Category: Credit offered
    Credit offered
  • D

    DeepLearning.AI

    PyTorch for Deep Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Model Deployment, Hugging Face, Model Optimization, Fine-tuning, Convolutional Neural Networks, Transfer Learning, Data Quality, Generative AI, Data Manipulation, Deep Learning, Generative Model Architectures, Model Training, Image Analysis, MLOps (Machine Learning Operations), Large Language Modeling, Data Pipelines, Artificial Neural Networks, Computer Vision, Natural Language Processing

    ★ 4.8 (96) · Intermediate · Professional Certificate · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: AI skills
    AI skills
    Category: Credit offered
    Credit offered
1…737475…229

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

  • Program Management Fundamentals: Microsoft
  • Foundations of Neural Networks: Johns Hopkins University
  • Generative AI: Elevate your Software Development Career: IBM
  • Build and Modernize Applications With Generative AI: Google Cloud
  • Portfolio Selection and Risk Management: Rice University
  • Inventory Analytics: Rutgers the State University of New Jersey
  • Delivery Problem: University of California San Diego
  • Harnessing LLMs: Strategy, Fine-Tuning & Evaluation: Coursera
  • 機器人學一 (Robotics (1)): National Taiwan University
  • Mécanique de Newton: École Polytechnique Fédérale de Lausanne

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