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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


  • C

    Coursera

    Energy Modeling: Predicting & Optimizing Consumption

    Skills you'll gain: Scenario Testing, Energy and Utilities, Predictive Analytics, Gemini, Laboratory Experience, Google Gemini, Model Optimization, Predictive Modeling, Data-Driven Decision-Making, Forecasting, Analytics, 3D Modeling, Simulations, Sustainable Technologies, Data Visualization, AI Integrations, Search Engine Optimization

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Value Stream Mapping

    Skills you'll gain: Process Mapping, Strategic Thinking, Process Analysis, Process Management, Business Workflow Analysis, Operational Efficiency, Business Process, Workflow Management, Process Flow Diagrams, Process Optimization, Business Process Improvement, Business Process Modeling, Process Improvement, Lean Methodologies, Waste Minimization, Continuous Improvement Process

    4
    Rating, 4 out of 5 stars
    ·
    48 reviews

    Beginner · Course · 1 - 4 Weeks

  • B

    Birla Institute of Technology & Science, Pilani

    Data Structures and Algorithms

    Skills you'll gain: Algorithms, Data Management, Computational Thinking, Memory Management, C and C++, Software Design, Problem Solving, Complex Problem Solving

    Build toward a degree

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Predictive Analytics for Business with H2O in R

    Skills you'll gain: R Programming, Predictive Analytics, Applied Machine Learning, Predictive Modeling, R (Software), Data-Driven Decision-Making, Data Science, Machine Learning Software, Feature Engineering, Data Preprocessing, Machine Learning Methods, Machine Learning, Model Training, Telemarketing, Model Deployment, Model Optimization

    4.9
    Rating, 4.9 out of 5 stars
    ·
    53 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • D

    DeepLearning.AI

    Quantization Fundamentals with Hugging Face

    Skills you'll gain: Generative AI, Model Optimization, Hugging Face, Large Language Modeling, Performance Tuning, Model Deployment

    4.8
    Rating, 4.8 out of 5 stars
    ·
    15 reviews

    Beginner · Project · Less Than 2 Hours

  • S

    SkillsBooster Academy

    Generative AI for SEO: Be the #1 Answer in AI Search

    Skills you'll gain: Keyword Research, Search Engine Optimization, Content Creation, Competitive Analysis, Web Analytics and SEO, Data Ethics, Search Engine Marketing, ChatGPT, Content Performance Analysis, Artificial Intelligence, Marketing, Marketing Materials, Business Strategy, Digital Marketing, Marketing Strategy and Techniques, Digital Media Strategy, Content Marketing, Market Research, Business Ethics, Product Strategy

    4.5
    Rating, 4.5 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Peking University

    电磁学下——恒磁场与时变电磁场

    Skills you'll gain: electromagnetics, Electrical Engineering, Basic Electrical Systems, Physics, Advanced Mathematics, Materials science, Mechanics, Integral Calculus, Calculus, Trigonometry, Mathematical Modeling, Differential Equations

    5
    Rating, 5 out of 5 stars
    ·
    15 reviews

    Mixed · Course · 1 - 3 Months

  • L

    L&T EduTech

    AI & ML Applications in Oil and Gas Industry

    Skills you'll gain: Oil and Gas, Petroleum Industry, Big Data, Data Management, Data Processing, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Process Engineering, Geostatistics, Decision Intelligence, Anomaly Detection, Image Analysis, Production Process, Machine Learning Methods, Energy and Utilities, Machine Learning, Physical Science, Machine Learning Algorithms, Natural Resource Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    61 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Fundamentals of Natural Language Processing

    Skills you'll gain: Natural Language Processing, Model Evaluation, Model Optimization, Embeddings, Text Mining, Logistic Regression, Model Training, Statistical Modeling, Machine Learning Methods, Markov Model, Classification Algorithms, Data Preprocessing, Supervised Learning

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Spacecraft Formation Relative Orbits

    Skills you'll gain: Control Systems, Simulation and Simulation Software, Mechanics, Numerical Analysis, Differential Equations, Mathematical Modeling, Engineering Analysis, Simulations, Engineering Calculations, Advanced Mathematics, Linear Algebra, Engineering Design Process, Torque (Physics), Applied Mathematics, Physics, Calculus, Mathematical Theory & Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Advanced · Specialization · 1 - 3 Months

  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Rigid Body Dynamics

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

    4.6
    Rating, 4.6 out of 5 stars
    ·
    27 reviews

    Intermediate · Course · 3 - 6 Months

  • U

    University of Pennsylvania

    Driving Operational Performance

    Skills you'll gain: Process Analysis, Operational Performance Management, Capacity Planning, Operational Analysis, Key Performance Indicators (KPIs), Operations Management, Operational Excellence, Operational Efficiency, Performance Measurement, Process Optimization, Business Metrics, Business Process Management, Resource Planning, Return On Investment, Capacity Management, Customer Retention, Resource Utilization, Loss Prevention, Customer Demand Planning, Customer experience improvement

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Energy Modeling: Predicting & Optimizing Consumption: Coursera
  • Value Stream Mapping: Coursera
  • Data Structures and Algorithms: Birla Institute of Technology & Science, Pilani
  • Predictive Analytics for Business with H2O in R: Coursera
  • Quantization Fundamentals with Hugging Face: DeepLearning.AI
  • Generative AI for SEO: Be the #1 Answer in AI Search: SkillsBooster Academy
  • 电磁学下——恒磁场与时变电磁场: Peking University
  • AI & ML Applications in Oil and Gas Industry: L&T EduTech
  • Fundamentals of Natural Language Processing: University of Colorado Boulder
  • Spacecraft Formation Relative Orbits: University of Colorado Boulder

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