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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


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    T

    The University of Tokyo

    Let’s Read! Learning Japanese through Science & Technology-1

    Skills you'll gain: Language Competency, Oral Comprehension, Traffic Flow Optimization, Vocabulary, Public Works, Literacy, Water Quality, Language Learning, Robotics, Display Devices, Grammar, Augmented Reality, Biochemistry, Predictive Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    110 reviews

    Intermediate · Course · 1 - 3 Months

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    C

    Coursera

    Innovate with ANSYS Simulation Tools

    Skills you'll gain: Engineering Design Process, Engineering Analysis, Mechanical Design, Simulation and Simulation Software, Structural Analysis, Mechanical Engineering, Finite Element Methods, Simulations, Model Optimization

    4.9
    Rating, 4.9 out of 5 stars
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    35 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Deep Learning with PyTorch : Image Segmentation

    Skills you'll gain: PyTorch (Machine Learning Library), Model Evaluation, Convolutional Neural Networks, Transfer Learning, Image Analysis, Model Training, Deep Learning, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    228 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Hebrew University of Jerusalem

    Invitation to Mathematics הזמנה למתמטיקה

    Skills you'll gain: Calculus, Advanced Mathematics, Integral Calculus, General Mathematics, Trigonometry, Mathematical Theory & Analysis, Algebra, Geometry, Applied Mathematics, Graphing, Logical Reasoning, Deductive Reasoning, Derivatives

    4.4
    Rating, 4.4 out of 5 stars
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    72 reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Essential Manager Skills

    Skills you'll gain: Delegation Skills, Milestones (Project Management), Team Performance Management, Productivity, Microsoft Project, Accountability Frameworks, Team Motivation, Management Training And Development, Timelines, Accountability, Project Management, Conflict Management, Team Leadership, Stakeholder Communications, Culture Transformation, Lean Methodologies, Time Management, Kanban Principles, Constructive Feedback, Smart Goals

    4.5
    Rating, 4.5 out of 5 stars
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    201 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Machine Learning for Accounting with Python

    Skills you'll gain: Model Evaluation, Machine Learning Algorithms, Model Optimization, Scikit Learn (Machine Learning Library), Model Training, Unsupervised Learning, Text Mining, Time Series Analysis and Forecasting, Pandas (Python Package), Classification Algorithms, Machine Learning, Applied Machine Learning, Supervised Learning, Predictive Modeling, Unstructured Data, Feature Engineering, Jupyter, Regression Analysis, Data Preprocessing, Python Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    45 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Control Systems Analysis: Modeling of Dynamic Systems

    Skills you'll gain: Control Systems, Mathematical Modeling, Engineering Analysis, Differential Equations, Systems Analysis, Electrical Systems, Mechanics, Systems Thinking, Applied Mathematics, Performance Testing, Integral Calculus, Basic Electrical Systems

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    136 reviews

    Intermediate · Course · 1 - 3 Months

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    C

    Columbia University

    Causal Inference

    Skills you'll gain: Statistical Inference, Regression Analysis, Applied Machine Learning, Statistical Methods, Statistical Machine Learning, Statistical Analysis, Statistical Hypothesis Testing, Statistical Modeling, Machine Learning, Experimentation, Data Collection, Probability & Statistics, Research Design

    3.3
    Rating, 3.3 out of 5 stars
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    107 reviews

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Linear Regression with Python

    Skills you'll gain: Model Training, Regression Analysis, NumPy, Machine Learning Algorithms, Machine Learning, Model Optimization, Deep Learning, Data Science, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
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    440 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Introduction to C++ Programming

    Skills you'll gain: File I/O, Memory Management, Debugging, C++ (Programming Language), C and C++, Software Documentation, Development Testing, Code Reusability, Vibe coding, Programming Principles, API Design, Program Development, Pseudocode, Software Architecture, Software Design, Functional Design, Performance Tuning, Application Design, Technical Documentation, Generative AI

    4.5
    Rating, 4.5 out of 5 stars
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    33 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    B

    Ball State University

    Introduction to Programming

    Skills you'll gain: Program Development, Data Analysis, Programming Principles, Statistical Analysis, Computer Programming, Analytics, Python Programming, Natural Language Processing, Computer Science, Text Mining, NumPy, Data Processing, Code Reusability, Mathematical Software, Debugging, Computational Logic, Data Manipulation

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    30 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    P

    Princeton University

    Analytic Combinatorics

    Skills you'll gain: Combinatorics, Mathematical Theory & Analysis, Advanced Mathematics, Theoretical Computer Science, Calculus, Mathematics and Mathematical Modeling, Integral Calculus, Applied Mathematics

    4.6
    Rating, 4.6 out of 5 stars
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    73 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Let’s Read! Learning Japanese through Science & Technology-1: The University of Tokyo
  • Innovate with ANSYS Simulation Tools: Coursera
  • Deep Learning with PyTorch : Image Segmentation : Coursera
  • Invitation to Mathematics הזמנה למתמטיקה: Hebrew University of Jerusalem
  • Essential Manager Skills: Coursera
  • Machine Learning for Accounting with Python: University of Illinois Urbana-Champaign
  • Control Systems Analysis: Modeling of Dynamic Systems: University of Colorado Boulder
  • Causal Inference: Columbia University
  • Linear Regression with Python: Coursera
  • Microsoft Introduction to C++ Programming: Microsoft

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