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  1. Categories
  2. 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


  • S

    Stanford Online

    Introduction to Mathematical Thinking

    Skills you'll gain: Mathematical Theory & Analysis, Logical Reasoning, Deductive Reasoning, Critical Thinking, Calculus

    4.8 stars, 3K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (3K) · Intermediate · Course · 1 - 3 Months

  • A

    Arizona State University

    Design of Experiments

    Skills you'll gain: Experimentation, Sample Size Determination, Research Design, Regression Analysis, Statistical Analysis, Statistical Methods, Data Analysis Software, Statistical Modeling, Statistical Hypothesis Testing, Statistical Software, Analysis, Design Strategies, Data Transformation, Probability Distribution, Variance Analysis, Data Analysis

    4.7 stars, 394 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (394) · Beginner · Specialization · 3 - 6 Months

  • S

    SkillUp

    AI SEO: Mastering Generative Engine Optimization (GEO)

    Skills you'll gain: Generative Engine Optimization (GEO), Content Performance Analysis, Search Engine Optimization, Content Optimization, Generative AI, Web Analytics and SEO, Keyword Research, Digital Marketing, Performance Measurement, Content Creation, Competitive Analysis, Semantic Web, Content Strategy, Artificial Intelligence, Web Content, Content Marketing, Content Development and Management, Analysis, Ethical Standards And Conduct, Data Strategy

    4.7 stars, 58 reviews, Intermediate, Course, 1 - 4 Weeks

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

  • U

    University of Michigan

    AI for Design and Optimization

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), AI powered creativity, Generative AI, AI literacy, Artificial Intelligence, Machine Learning

    4.4 stars, 86 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (86) · Intermediate · Course · 1 - 4 Weeks

  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Applied Math for Materials Science and Engineering

    Skills you'll gain: Integral Calculus, Calculus, Differential Equations, Materials science, Applied Mathematics, General Mathematics, Mathematical Modeling, Derivatives

    4.9 stars, 8 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (8) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Optimization for Decision Making

    Skills you'll gain: Mathematical Modeling, Business Analytics, Analytics, Data-Driven Decision-Making, Model Optimization, Microsoft Excel, Decision Making, Spreadsheet Software, Graphing

    4.7 stars, 91 reviews, Beginner, Course, 1 - 4 Weeks

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

  • U

    University of California, Irvine

    Supply Chain Optimization

    Skills you'll gain: Supply Chain Management, Inventory Control, Process Optimization, Resource Utilization, Capacity Management, Operational Efficiency, Microsoft Excel, Cost Reduction, Simulation and Simulation Software, Decision Making

    4.6 stars, 68 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (68) · Intermediate · Course · 1 - 4 Weeks

  • N

    National Taiwan University

    Operations Research (1): Models and Applications

    Skills you'll gain: Operations Research, Mathematical Modeling, Industrial Engineering, Model Optimization, Business Analytics, Production Planning, Case Studies, Microsoft Excel, Scheduling

    4.8 stars, 589 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (589) · Beginner · Course · 1 - 3 Months

  • T

    The Hong Kong University of Science and Technology

    Discrete Mathematical Tools for Computer Science

    Skills you'll gain: Probability, Computational Logic, Combinatorics, Bayesian Statistics, Algorithms, Theoretical Computer Science, Mathematical Software, Mathematical Theory & Analysis, Cryptography, Logical Reasoning, Deductive Reasoning, Computational Thinking, Computer Science, Encryption, Data Structures, Arithmetic, General Mathematics, Public Key Cryptography Standards (PKCS), Problem Solving, Cybersecurity

    Beginner · Specialization · 3 - 6 Months

  • I

    Imperial College London

    Mathematics for Machine Learning: Multivariate Calculus

    Skills you'll gain: Regression Analysis, Calculus, Model Optimization, Artificial Neural Networks, Derivatives

    4.7 stars, 5.8K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (5.8K) · Beginner · Course · 1 - 3 Months

  • T

    The Chinese University of Hong Kong

    Advanced Modeling for Discrete Optimization

    Skills you'll gain: Model Optimization, Debugging, Mathematical Modeling, Code Reusability

    4.9 stars, 143 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (143) · Intermediate · Course · 1 - 3 Months

    Category: Free
    Free
  • J

    Johns Hopkins University

    Foundational Mathematics for AI

    Skills you'll gain: Descriptive Statistics, Linear Algebra, Data-Driven Decision-Making, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Probability, Regression Analysis, Calculus, Applied Mathematics, Mathematical Modeling, Model Optimization, Integral Calculus, Machine Learning Algorithms, Dimensionality Reduction, Derivatives

    4.9 stars, 12 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (12) · Beginner · Course · 1 - 3 Months

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