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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.


More to explore:

Popular Mathematical Optimization Courses and Certifications


  • Status: New
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    U

    University of Colorado Boulder

    Introduction to Deep Learning

    Skills you'll gain: Recurrent Neural Networks (RNNs), Artificial Intelligence and Machine Learning (AI/ML), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Large Language Modeling, Natural Language Processing, Embeddings, Network Model, Network Architecture

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Starweaver

    Generative AI: Transform Your Management Consulting

    Skills you'll gain: Responsible AI, Management Consulting, Business Consulting, Anthropic Claude, Process Mapping, Data Ethics, Google Gemini, Generative AI, Artificial Intelligence, Process Improvement and Optimization, Process Analysis, ChatGPT, Predictive Modeling, Microsoft Copilot, Business Analytics, Presentations, Prompt Engineering, Data Analysis, Change Management, Quality Assurance

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    T

    Tecnológico de Monterrey

    Cálculo Diferencial e Integral unidos por el Teorema Fundamental del Cálculo

    Skills you'll gain: Calculus, Integral Calculus, Advanced Mathematics, Graphing, Digital pedagogy, Trigonometry, Mathematical Modeling, Mathematical Theory & Analysis, Algebra, Computational Thinking, Applied Mathematics, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
    ·
    723 reviews

    Mixed · Course · 3 - 6 Months

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    Whizlabs

    Fundamentals of Deep Learning

    Skills you'll gain: Deep Learning, Convolutional Neural Networks, Image Analysis, Transfer Learning, Artificial Neural Networks, Model Evaluation, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    J

    Johns Hopkins University

    Algebra: Elementary to Advanced

    Skills you'll gain: Algebra, Mathematical Modeling, Graphing, Arithmetic, Advanced Mathematics, Applied Mathematics, General Mathematics, Analytical Skills, Probability & Statistics, Geometry

    4.8
    Rating, 4.8 out of 5 stars
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    805 reviews

    Beginner · Specialization · 3 - 6 Months

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    AI CERTs

    AI for Marketing

    Skills you'll gain: AI Personalization, Marketing Automation, Cross-Channel Marketing, Marketing Effectiveness, Email Marketing, Content Marketing, Marketing, Marketing Analytics, Marketing Strategies, Customer Engagement, Responsible AI, AI Enablement, Data-Driven Decision-Making, Social Media Campaigns, Artificial Intelligence, Customer experience improvement, Generative AI Agents, Generative AI, AI Workflows

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    P

    Packt

    Core Machine Learning & Evaluation

    Skills you'll gain: Model Evaluation, Supervised Learning, Feature Engineering, Applied Machine Learning, Machine Learning, Machine Learning Algorithms, Statistical Machine Learning, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Scikit Learn (Machine Learning Library), Random Forest Algorithm, Regression Analysis, Classification Algorithms, Logistic Regression, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    Generative AI for Azure Cloud Engineers

    Skills you'll gain: Responsible AI, Retrieval-Augmented Generation, Generative AI, Microsoft Copilot, Microsoft Azure, OpenAI API, Prompt Engineering, AI Security, OpenAI, Model Deployment, Microsoft Power Platform, LLM Application, AI Workflows, Microsoft Office, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of California, Santa Cruz

    Bayesian Statistics

    Skills you'll gain: Bayesian Statistics, Time Series Analysis and Forecasting, Statistical Inference, Statistical Methods, R Programming, Forecasting, Probability & Statistics, Statistical Modeling, Technical Communication, Data Presentation, Probability, Statistics, Statistical Analysis, Statistical Software, Probability Distribution, Data Analysis, Markov Model, Model Evaluation, Mathematical Modeling, Data Science

    4.6
    Rating, 4.6 out of 5 stars
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    3.5K reviews

    Intermediate · Specialization · 3 - 6 Months

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    C

    Coursera

    Optimize, Evaluate, and Forecast Your Cloud Spend

    Skills you'll gain: Cost Management, Financial Management, Resource Allocation, Resource Utilization, Cost Estimation, Predictive Modeling, Forecasting, Capacity Management, Operating Cost, Financial Modeling, Data-Driven Decision-Making, Cost Benefit Analysis, Gap Analysis, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Pragmatic AI Labs

    Machine Learning with Databricks and MLflow

    Intermediate · Course · 1 - 4 Weeks

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    C

    Coursera

    Email Metrics, Reporting & Campaign Strategy

    Skills you'll gain: Dashboard, Stakeholder Communications, Campaign Management, Performance Reporting, Data-Driven Decision-Making, Email Marketing, Smart Goals, Marketing Analytics, Marketing Effectiveness, Performance Analysis, Marketing Strategies, Business Writing, Workflow Management, Data Presentation, Strategic Marketing, Goal Setting, Data Storytelling, Strategic Planning, Data Visualization, A/B Testing

    Intermediate · Specialization · 3 - 6 Months

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

  • Introduction to Deep Learning: University of Colorado Boulder
  • Generative AI: Transform Your Management Consulting: Starweaver
  • Cálculo Diferencial e Integral unidos por el Teorema Fundamental del Cálculo: Tecnológico de Monterrey
  • Fundamentals of Deep Learning: Whizlabs
  • Algebra: Elementary to Advanced: Johns Hopkins University
  • AI for Marketing: AI CERTs
  • Core Machine Learning & Evaluation: Packt
  • Generative AI for Azure Cloud Engineers: Whizlabs
  • Bayesian Statistics: University of California, Santa Cruz
  • Optimize, Evaluate, and Forecast Your Cloud Spend: Coursera

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