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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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    Northeastern University

    Generative AI Part 2

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Large Language Modeling, Autoencoders, Model Evaluation, Embeddings, Model Optimization, Natural Language Processing, Model Training, Bayesian Statistics, Statistical Methods, Sampling (Statistics), Probability Distribution

    Intermediate · Course · 1 - 3 Months

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    Board Infinity

    Transformers and NLP: Fine-Tuning Models with Hugging Face

    Skills you'll gain: Model Evaluation, Fine-tuning, Model Optimization, Hugging Face, Model Deployment, Model Training, Transfer Learning, Natural Language Processing, MLOps (Machine Learning Operations), Large Language Modeling, Performance Tuning, LLM Application, Generative Model Architectures, Data Preprocessing, Data Pipelines, Version Control, Git (Version Control System)

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Customer Engagement and Collaboration

    Skills you'll gain: Stakeholder Communications, Customer Relationship Management (CRM) Software, Customer Analysis, Brand Awareness, HubSpot CRM, User Feedback, Customer Retention, Customer Engagement, Customer Service, Content Marketing, Marketing Analytics, Brand Marketing, Email Marketing, Social Media Marketing, Google Analytics, Digital Marketing, Performance Measurement, Search Engine Optimization, AI Enablement, Generative AI

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Data Modeling in Power BI

    Skills you'll gain: Data Analysis Expressions (DAX), Data Modeling, Star Schema, Power BI, Model Optimization, Data Analysis, Time Series Analysis and Forecasting, Performance Tuning, Real Time Data, Data Visualization

    4.3
    Rating, 4.3 out of 5 stars
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    829 reviews

    Beginner · Course · 1 - 4 Weeks

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    Universidad Nacional Autónoma de México

    Finanzas corporativas

    Skills you'll gain: Business Valuation, Fixed Asset, Financial Statement Analysis, Financial Statements, Corporate Finance, Budget Management, Capital Budgeting, Performance Measurement, Portfolio Management, Business Mathematics, Operating Budget, Financial Data, Financial Management, Financial Controls, Finance, Investment Management, Project Finance, Financial Analysis, Financial Modeling, Microsoft Excel

    4.7
    Rating, 4.7 out of 5 stars
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    3.1K reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Copywriting for Digital Marketing & SEO

    Skills you'll gain: Copywriting, Target Audience, Blogs, Web Content, Search Engine Optimization, Content Creation, Content Optimization, Digital Publishing, Content Marketing, Target Market, WordPress, Digital Content, Content Development and Management, Customer Analysis, Content Management Systems, Digital Marketing, Web Analytics and SEO, Writing, Persuasive Communication, Driving engagement

    Mixed · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Advanced Machine Learning, Neural Networks, and NLP

    Skills you'll gain: Supervised Learning, Machine Learning Methods, Image Analysis, Statistical Machine Learning, Applied Machine Learning, Computer Vision, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Deep Learning, Artificial Neural Networks, Text Mining, Decision Tree Learning, Advanced Analytics, Convolutional Neural Networks, Model Optimization, Data Science, Data Processing, Logistic Regression

    Advanced · Course · 1 - 4 Weeks

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    Edureka

    Explainable AI (XAI)

    Skills you'll gain: Incident Management, Governance, Incident Response, Data Governance, Compliance Management, Policy Development, Risk Management, Governance Risk Management and Compliance, Risk Management Framework, Supplier Risk Management, Artificial Intelligence, Model Training, Statistical Methods, Analysis, Data Science, Model Optimization, Applied Machine Learning, Predictive Analytics, Machine Learning Methods, Python Programming

    Beginner · Specialization · 1 - 3 Months

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    Georgia Institute of Technology

    Mechanics of Materials I: Fundamentals of Stress & Strain and Axial Loading

    Skills you'll gain: Structural Analysis, Structural Engineering, Mechanical Engineering, Failure Analysis, Engineering Analysis, Mechanics, Materials science, Engineering, Engineering Calculations, Mathematical Modeling, Safety Assurance, Laboratory Testing, Trigonometry

    4.8
    Rating, 4.8 out of 5 stars
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    3.5K reviews

    Mixed · Course · 1 - 3 Months

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    Packt

    Master Lean Six Sigma & AI-Driven Quality for Professionals

    Skills you'll gain: Prompt Engineering, Lean Six Sigma, Six Sigma Methodology, Process Improvement and Optimization, Risk Management, Risk Management Framework, Regression Analysis, Risk Modeling, Risk Analysis, Statistics, Statistical Methods, Process Improvement, Process Analysis, Probability & Statistics, Continuous Improvement Process, Statistical Process Controls, Pareto Chart, Service Improvement, Business Process Automation, Quality Improvement

    Beginner · Specialization · 3 - 6 Months

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    Johns Hopkins University

    Algebra: Elementary to Advanced

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

    4.8
    Rating, 4.8 out of 5 stars
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    816 reviews

    Beginner · Specialization · 3 - 6 Months

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    U

    Universidad Austral

    Excel aplicado a los negocios (Nivel Avanzado)

    Skills you'll gain: Excel Macros, Microsoft Excel, Excel Formulas, Spreadsheet Software, Operations Research, Analysis, Data Validation, Business Analysis, Business Analytics, Data Import/Export, Resource Utilization, Process Optimization, Data Sharing, Trend Analysis, Data Integration, Automation

    4.8
    Rating, 4.8 out of 5 stars
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    3.1K reviews

    Intermediate · Course · 1 - 3 Months

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

  • Generative AI Part 2: Northeastern University
  • Transformers and NLP: Fine-Tuning Models with Hugging Face: Board Infinity
  • Customer Engagement and Collaboration: Coursera
  • Data Modeling in Power BI: Microsoft
  • Finanzas corporativas: Universidad Nacional Autónoma de México
  • Copywriting for Digital Marketing & SEO: EDUCBA
  • Advanced Machine Learning, Neural Networks, and NLP: John Wiley & Sons
  • Explainable AI (XAI): Edureka
  • Mechanics of Materials I: Fundamentals of Stress & Strain and Axial Loading: Georgia Institute of Technology
  • Master Lean Six Sigma & AI-Driven Quality for Professionals: Packt

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