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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


  • Status: Free Trial
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    I

    IBM

    AI Capstone Project with Deep Learning

    Skills you'll gain: Keras (Neural Network Library), Deep Learning, PyTorch (Machine Learning Library), Computer Vision, Machine Learning, Data Transformation, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    710 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    Imperial College London

    Infectious Disease Modelling

    Skills you'll gain: Epidemiology, Mathematical Modeling, Infection Control, Statistical Modeling, Simulations, Infectious Diseases, Public Health and Disease Prevention, R Programming, Public Health, Predictive Modeling, Model Evaluation, R (Software), Model Optimization, Differential Equations, Data Modeling, Immunology, Regression Analysis, Statistical Methods, Probability Distribution

    4.8
    Rating, 4.8 out of 5 stars
    ·
    305 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    J

    John Wiley & Sons

    Foundations of Prompt Engineering for Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, Prompt Patterns, Responsible AI, Generative Model Architectures, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Context Engineering, Data Ethics, Concision, Token Optimization, LLM Application, AI powered creativity, Natural Language Processing, Interaction Design

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Santa Cruz

    Bayesian Statistics: Techniques and Models

    Skills you'll gain: Bayesian Statistics, Statistical Modeling, Statistical Methods, Model Evaluation, Markov Model, Statistical Software, Sampling (Statistics), Mathematical Modeling, Regression Analysis, R Programming, Simulations, Statistical Inference, Probability Distribution

    4.8
    Rating, 4.8 out of 5 stars
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    497 reviews

    Intermediate · Course · 1 - 3 Months

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    T

    Tecnológico de Monterrey

    1.- El Cálculo - Modelo Lineal

    Skills you'll gain: Arithmetic, Mathematics Education, Mathematical Modeling, Digital pedagogy, General Mathematics, Calculus, Applied Mathematics, Mathematical Software, Algebra, Graphing

    4.8
    Rating, 4.8 out of 5 stars
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    1.1K reviews

    Mixed · Course · 1 - 4 Weeks

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    N

    National Taiwan University

    機器學習基石下 (Machine Learning Foundations)---Algorithmic Foundations

    Skills you'll gain: Machine Learning Algorithms, Model Evaluation, Classification Algorithms, Machine Learning Methods, Model Training, Algorithms, Supervised Learning, Logistic Regression, Machine Learning, Applied Machine Learning, Regression Analysis, Feature Engineering, Statistical Methods, Model Optimization, Verification And Validation, Data Transformation

    4.9
    Rating, 4.9 out of 5 stars
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    331 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of Geneva

    Simulation and modeling of natural processes

    Skills you'll gain: Simulations, Python Programming, Agentic systems, Statistical Methods, Programming Principles, Numerical Analysis, Mathematical Modeling, Simulation and Simulation Software, Probability, Applied Mathematics, Mathematical Software, Sampling (Statistics), Process Modeling, Event-Driven Programming, Mechanics

    4.3
    Rating, 4.3 out of 5 stars
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    413 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Washington

    Machine Learning: Clustering & Retrieval

    Skills you'll gain: Unsupervised Learning, Bayesian Statistics, Applied Machine Learning, Data Mining, Statistical Machine Learning, Statistical Inference, Text Mining, Machine Learning Methods, Statistical Modeling, Machine Learning Algorithms, Unstructured Data, Machine Learning, Sampling (Statistics), Scalability, Distributed Computing, Probability Distribution, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    2.4K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    C

    Coursera

    Content Creation for TikTok, YouTube, Instagram, Facebook

    Skills you'll gain: TikTok, Video Production, Photo/Video Production and Technology, Content Creation, Content Scheduling, Web Analytics and SEO, Photography, Content Development and Management, Social Media Campaigns, Social Media Marketing, Content Performance Analysis, Social Media Content, Driving engagement, Social Media, Search Engine Optimization, Video Editing, Videography, Brand Marketing, Social Media Analytics, Visual Storytelling

    3.9
    Rating, 3.9 out of 5 stars
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    52 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    U

    Unilever

    Unilever Supply Chain Data Analyst

    Skills you'll gain: Data Governance, Descriptive Analytics, Data Storytelling, Supply Chain, Data Presentation, Supply Chain Management, Demand Planning, Data Literacy, Presentations, Supply Chain Systems, Supply Chain Planning, Process Improvement, Data Management, Process Improvement and Optimization, Data Lakes, Supply Management, Predictive Analytics, Data Analysis, Data Visualization, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
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    690 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    J

    John Wiley & Sons

    Advanced Techniques and Applications in Prompt Engineering

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Multimodal Prompts, Prompt Patterns, ChatGPT, Context Engineering, Generative AI, AI powered creativity, Token Optimization, Responsible AI, Generative Model Architectures, OpenAI, Generative Adversarial Networks (GANs), AI Personalization, AI literacy, LLM Application, Large Language Modeling, Natural Language Processing, Software Design, Machine Learning

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    G

    Georgia Institute of Technology

    Engineering Systems in Motion: Dynamics of Particles and Bodies in 2D Motion

    Skills you'll gain: Mechanics, Mechanical Engineering, Engineering Analysis, Torque (Physics), Engineering Calculations, Engineering, Physics, Differential Equations, Calculus, Applied Mathematics, Mathematical Modeling, Integral Calculus, Derivatives

    4.9
    Rating, 4.9 out of 5 stars
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    748 reviews

    Mixed · Course · 1 - 3 Months

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

  • AI Capstone Project with Deep Learning: IBM
  • Infectious Disease Modelling: Imperial College London
  • Foundations of Prompt Engineering for Generative AI: John Wiley & Sons
  • Bayesian Statistics: Techniques and Models: University of California, Santa Cruz
  • 1.- El Cálculo - Modelo Lineal: Tecnológico de Monterrey
  • 機器學習基石下 (Machine Learning Foundations)---Algorithmic Foundations: National Taiwan University
  • Simulation and modeling of natural processes: University of Geneva
  • Machine Learning: Clustering & Retrieval: University of Washington
  • Content Creation for TikTok, YouTube, Instagram, Facebook: Coursera
  • Unilever Supply Chain Data Analyst: Unilever

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