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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
    Free Trial
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    Coursera

    Machine Learning with Scikit-learn, PyTorch & Hugging Face

    Skills you'll gain: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, Exploratory Data Analysis, LLM Application, Applied Machine Learning, Data Collection, Model Optimization, Convolutional Neural Networks, Model Deployment, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Model Training

    4.4
    Rating, 4.4 out of 5 stars
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    30 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    SkillUp

    Generative AI: Revolutionizing Business Analysis Techniques

    Skills you'll gain: Prompt Engineering, Responsible AI, Business Analysis, Business Analysis Tools, Data-Driven Decision-Making, Process Modeling, Data Analysis, AI Integrations, Data Storytelling, Artificial Intelligence, Business Process Automation, Generative AI, Stakeholder Communications, Business Requirements, AI Workflows, Requirements Elicitation, Requirements Analysis, Workflow Management, Process Improvement, Process Optimization

    4.8
    Rating, 4.8 out of 5 stars
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    71 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
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    Coursera

    Optimizing Your Website's Keywords & Pages using Ubersuggest

    Skills you'll gain: Keyword Research, Content Optimization, Search Engine Optimization, Web Analytics and SEO, Web Analytics, Content Performance Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    89 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    IBM

    Deep Learning and Reinforcement Learning

    Skills you'll gain: Autoencoders, Generative AI, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Reinforcement Learning, Generative Adversarial Networks (GANs), Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Unsupervised Learning, Machine Learning Methods, Transfer Learning, Model Optimization, Image Analysis, Artificial Neural Networks, Keras (Neural Network Library), Fine-tuning, Machine Learning, Artificial Intelligence, Computer Vision

    4.6
    Rating, 4.6 out of 5 stars
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    302 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    École Polytechnique

    Mécanique quantique

    Skills you'll gain: Physics, Mechanics, Semiconductors, Linear Algebra, Probability Distribution, Probability, Calculus, Differential Equations, Applied Mathematics, Advanced Mathematics, Integral Calculus, Mathematical Modeling, Experimentation

    4.8
    Rating, 4.8 out of 5 stars
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    154 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of California, Irvine

    Emergent Phenomena in Science and Everyday Life

    Skills you'll gain: Systems Thinking, Materials science, Quantum computing, Biology, Science and Research, Scientific Methods, Mathematical Modeling, Physics, Applied Mathematics, Neurology, Cell Biology

    4.4
    Rating, 4.4 out of 5 stars
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    169 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Harnessing LLMs: Strategy, Fine-Tuning & Evaluation

    Skills you'll gain: Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, Responsible AI, Model Evaluation, Fine-tuning, Model Deployment, Feature Engineering, LangChain, Model Optimization, Large Language Modeling, Generative Model Architectures, Generative AI, LLM Application, MLOps (Machine Learning Operations), Model Training, OpenAI API, Generative Adversarial Networks (GANs), Business Strategy, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
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    95 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    How to Develop Standard Operating Procedures (SOPs)

    Skills you'll gain: Standard Operating Procedure, Operational Efficiency, Lean Methodologies, Quality Assurance, Procedure Development, Lean Manufacturing, Business Process, Operations Management, Safety Standards, Occupational Safety And Health, Process Management, Process Optimization, Workforce Management, Continuous Improvement Process, Risk Management

    4.7
    Rating, 4.7 out of 5 stars
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    42 reviews

    Beginner · Course · 1 - 4 Weeks

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    American Museum of Natural History

    Our Earth's Future

    Skills you'll gain: Climate Change Mitigation, Social Sciences, Environmental Issue, Climate Change Adaptation, Socioeconomics, Economics, Policy, and Social Studies, Mitigation, Scientific Methods, Environmental Science, Physical Science, General Science and Research, Social Impact, Media and Communications, Hydrology, Mathematical Modeling, Simulation and Simulation Software, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
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    818 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
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    University of Cape Town

    Climate Change Mitigation in Developing Countries

    Skills you'll gain: Climate Change Mitigation, Sustainable Development, Policy Analysis, Research, and Development, Economic Development, Environmental Policy, Environmental Issue, Mitigation, Policy Development, Policy Analysis, Socioeconomics, Mathematical Modeling, Systems Thinking, Research, Innovation, Discussion Facilitation

    4.7
    Rating, 4.7 out of 5 stars
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    596 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    EDUCBA

    Master Microsoft Excel: Apply, Analyze & Visualize Data

    Skills you'll gain: Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Spreadsheet Software, Business Reporting, Management Reporting, Data Analysis, Data Visualization, Interactive Data Visualization, Data Management, Analysis, Information Management, Debugging, File Management, Business, Business Management, Design, File I/O

    4.7
    Rating, 4.7 out of 5 stars
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    80 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Getting started with TensorFlow 2

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Evaluation, Deep Learning, Image Analysis, Model Training, Convolutional Neural Networks, Transfer Learning, Computer Programming, Model Optimization, Applied Machine Learning, Supervised Learning, Computer Vision, Artificial Neural Networks, Data Persistence

    4.9
    Rating, 4.9 out of 5 stars
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    582 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Machine Learning with Scikit-learn, PyTorch & Hugging Face: Coursera
  • Generative AI: Revolutionizing Business Analysis Techniques: SkillUp
  • Optimizing Your Website's Keywords & Pages using Ubersuggest: Coursera
  • Deep Learning and Reinforcement Learning: IBM
  • Mécanique quantique: École Polytechnique
  • Emergent Phenomena in Science and Everyday Life: University of California, Irvine
  • Harnessing LLMs: Strategy, Fine-Tuning & Evaluation: Coursera
  • How to Develop Standard Operating Procedures (SOPs): Coursera
  • Our Earth's Future: American Museum of Natural History
  • Climate Change Mitigation in Developing Countries: University of Cape Town

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