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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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    SkillUp

    Building and Deploying GenAI Agents for Process Automation

    Skills you'll gain: Generative AI Agents, Automation, No-Code Development, Prompt Engineering, MLOps (Machine Learning Operations), Process Optimization, System Monitoring, Performance Analysis, Performance Management

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Hyperparameter Tuning with Keras Tuner

    Skills you'll gain: Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Deep Learning, Python Programming, Performance Tuning, Machine Learning Algorithms, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    70 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    GenAI for Contract Managers: Automating CLM

    Skills you'll gain: Contract Management, Performance Analysis, Generative AI Agents, Legal Technology, Contract Review, Analysis, Workflow Management, Compliance Management, Business Process Automation, Vendor Management, Process Improvement and Optimization, Automation, Operational Efficiency, Risk Management

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Financial Analysis: Portfolios, Risks, Strategic Decisions

    Skills you'll gain: Portfolio Management, Investment Management, Risk Management, Financial Management, Wealth Management, Finance, Financial Market, Investments, Financial Planning, Business Strategies, Financial Analysis, Asset Management, Market Dynamics, Quantitative Research

    4.4
    Rating, 4.4 out of 5 stars
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    139 reviews

    Beginner · Course · 1 - 4 Weeks

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    The University of Chicago

    Global Warming II: Create Your Own Models in Python

    Skills you'll gain: Climate Change Programs, Mathematical Modeling, NumPy, Physical Science, Simulation and Simulation Software, Environmental Science, Scientific Visualization, Matplotlib, Simulations, Numerical Analysis, Differential Equations, Mechanics

    4.1
    Rating, 4.1 out of 5 stars
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    55 reviews

    Mixed · Course · 1 - 3 Months

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    École Polytechnique

    Mécanique quantique

    Skills you'll gain: Physics, Mechanics, Semiconductors, Linear Algebra, Probability, Calculus, Differential Equations, Engineering, Scientific, and Technical Instruments, Advanced Mathematics, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    153 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Building GenAI Applications and Agents

    Skills you'll gain: LangChain, Prompt Engineering, Large Language Modeling, Generative AI Agents, LLM Application, Tool Calling, ChatGPT, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Agentic systems, Application Programming Interface (API), OpenAI, Google Gemini, Automation, Generative AI, Application Development, Development Environment, Prompt Engineering Tools, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
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    120 reviews

    Intermediate · Specialization · 1 - 3 Months

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    École Polytechnique

    Aléatoire : une introduction aux probabilités - Partie 2

    Skills you'll gain: Probability, Simulations, Advanced Mathematics, Probability & Statistics, Probability Distribution, Statistical Methods, Mathematical Theory & Analysis, Sampling (Statistics), Mathematical Modeling, Statistical Inference, Calculus

    4.6
    Rating, 4.6 out of 5 stars
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    40 reviews

    Mixed · Course · 1 - 3 Months

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    University of Colorado Boulder

    Marketing Strategy for Engineers and Technologists

    Skills you'll gain: Value Propositions, Social Media Marketing, Social Media Strategy, Consumer Behaviour, Strategic Planning, Search Engine Optimization, Marketing Operations, Market Research, Competitive Analysis, Business Modeling, Marketing Analytics, Web Analytics and SEO, Marketing Psychology, Operations Management, Technical Management, Marketing Management, Digital Marketing, Branding, Google Ads, Forecasting

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    15 reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Battery Pack Balancing and Power Estimation

    Skills you'll gain: Power Electronics, Electrical Power, Electrical Engineering, Estimation, Simulations, Electronic Systems, Matlab, Engineering Calculations, Mathematical Modeling, Control Systems, Electronic Components, Applied Mathematics, Algorithms

    4.9
    Rating, 4.9 out of 5 stars
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    104 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Generative AI-Powered Solutions for Modern Healthcare

    Skills you'll gain: Clinical Documentation, Generative AI, Responsible AI, Resource Utilization, Patient Flow, Lean Methodologies, Operational Efficiency, Data Ethics, Health Care Administration, Operations Management, Health Care Procedure and Regulation, Informed Consent, Clinical Research Ethics, Process Improvement, Continuous Improvement Process, Medical Privacy, Healthcare Ethics, Generative AI Agents, Telehealth, Health Informatics

    4.4
    Rating, 4.4 out of 5 stars
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    56 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Pontificia Universidad Católica de Chile

    Análisis de Sistemas de Transporte

    Skills you'll gain: Transportation Operations, Network Analysis, Operations Research, Systems Analysis, Systems Thinking, Analysis, Demand Planning, Mathematical Modeling, Econometrics, Markov Model, Behavioral Economics, Cost Benefit Analysis, Market Dynamics, Economics, Customer Demand Planning, Predictive Modeling, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
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    779 reviews

    Mixed · Course · 1 - 3 Months

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

  • Building and Deploying GenAI Agents for Process Automation: SkillUp
  • Hyperparameter Tuning with Keras Tuner: Coursera
  • GenAI for Contract Managers: Automating CLM: Coursera
  • Financial Analysis: Portfolios, Risks, Strategic Decisions: Coursera
  • Global Warming II: Create Your Own Models in Python: The University of Chicago
  • Mécanique quantique: École Polytechnique
  • Building GenAI Applications and Agents: Coursera
  • Aléatoire : une introduction aux probabilités - Partie 2: École Polytechnique
  • Marketing Strategy for Engineers and Technologists: University of Colorado Boulder
  • Battery Pack Balancing and Power Estimation: University of Colorado Boulder

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