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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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    École Polytechnique Fédérale de Lausanne

    Fundamentals of Biomedical Imaging I

    Skills you'll gain: X-Ray Computed Tomography, Radiography, Medical Imaging, Medical Ultrasonography, Radiology, Radiation Protection, Diagnostic Radiology, Biomedical Technology, Biomedical Engineering, Physics, Mathematical Modeling

    Advanced · Course · 1 - 3 Months

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    University of Colorado Boulder

    First Order Optical System Design

    Skills you'll gain: Model Optimization, Equipment Design, Systems Design, Design Software, Engineering Calculations, Engineering Analysis, Technical Design, System Design and Implementation, Systems Analysis, Numerical Analysis, Image Analysis, Simulation and Simulation Software, Image Quality, Medical Imaging, Graphical Tools, Physics

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    342 reviews

    Advanced · Course · 1 - 3 Months

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    University of California, Irvine

    Introduction to Business

    Skills you'll gain: Search Engine Marketing, Business Strategy, Digital Brand Strategy, Keyword Research, Digital Marketing, Financial Accounting, Organizational Leadership, Online Advertising, Cash Flow Forecasting, Search Engine Optimization, Business Planning, Accountability, Business Management, Leadership and Management, Fiscal Management, Forecasting, Cost Control, Operating Expense, Strategic Planning, Storytelling

    4.7
    Rating, 4.7 out of 5 stars
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    841 reviews

    Beginner · Specialization · 1 - 3 Months

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    John Wiley & Sons

    Machine Learning: Real-World Applications

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Data Ethics, Image Analysis, AI Personalization, Model Training, Convolutional Neural Networks, Model Optimization, Machine Learning, Applied Machine Learning, Feature Engineering, Machine Learning Methods, Computer Vision, Supervised Learning, Data Preprocessing, Program Evaluation, Unsupervised Learning, Python Programming, Data Science, Algorithms

    Intermediate · Course · 1 - 3 Months

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    Stanford University

    Social and Economic Networks: Models and Analysis

    Skills you'll gain: Social Network Analysis, Network Analysis, Social Sciences, Sociology, Socioeconomics, Game Theory, Behavioral Economics, Mathematical Modeling, Statistical Modeling, Bayesian Statistics, Probability

    4.8
    Rating, 4.8 out of 5 stars
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    759 reviews

    Advanced · Course · 1 - 3 Months

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    University of Colorado Boulder

    Mastering Classic Reinforcement Learning Algorithms

    Skills you'll gain: Reinforcement Learning, Markov Model, Machine Learning Algorithms, Decision Intelligence, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Statistical Machine Learning, Sampling (Statistics), Applied Mathematics, Model Optimization, Probability Distribution, Probability & Statistics

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Web Analytics and A/B Testing Basics

    Skills you'll gain: Web Analytics, Conversion Funnel Analysis, Google Analytics, Performance Measurement, Content Optimization, Analytics, Performance Analysis, Lead Generation, Digital Marketing, Hypertext Markup Language (HTML), Marketing Analytics, Performance Testing, Marketing Strategies, Marketing, Test Planning, Data-Driven Decision-Making, Growth Strategies

    Mixed · Course · 1 - 4 Weeks

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    Microsoft

    Process & Policy Execution

    Skills you'll gain: Root Cause Analysis, Process Optimization, Process Improvement and Optimization, Process Improvement, Human Resource Policies, Workflow Management, Microsoft 365, Process Analysis, HR Tech, Human Resources, System Monitoring, Microsoft Teams, Microsoft Outlook, Internal Communications, Business Process Automation, Automation, Communication Planning, Employee Surveys, Strategic Prioritization, Compliance Management

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Imperial College London

    Mathematics for Machine Learning: PCA

    Skills you'll gain: Dimensionality Reduction, NumPy, Unsupervised Learning, Statistical Methods, Descriptive Statistics, Jupyter, Statistics, Geometry, Linear Algebra, Data Transformation, Python Programming, Advanced Mathematics, Applied Mathematics, Calculus

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    Rating, 4 out of 5 stars
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    3.2K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Microsoft HR Manager

    Skills you'll gain: Employee Coaching, Empathy & Emotional Intelligence, Root Cause Analysis, Data Entry, Recognizing Others, Smart Goals, Emotional Intelligence, Employee Engagement, HR Tech, Microsoft Copilot, Data-Driven Decision-Making, Dashboard, Human Resources Information System (HRIS), Process Optimization, Process Improvement and Optimization, Business Process Automation, Process Improvement, Email Automation, Human Resource Policies, Microsoft Power Platform

    Advanced · Professional Certificate · 3 - 6 Months

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    Arizona State University

    Generative AI in Action: Workplace Transformation

    Skills you'll gain: Generative AI, AI Product Strategy, Responsible AI, Image Analysis, Data Ethics, Data Analysis, Risk Management, Business Ethics, Resource Allocation, Business Risk Management, ChatGPT, AI Integrations, Resource Planning, Ethical Standards And Conduct, Proposal Writing, Risk Analysis, Risk Mitigation, Proposal Development, Budget Management, Model Evaluation

    Beginner · Course · 1 - 3 Months

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    Hugging Face

    Getting Started with Hugging Face Transformers

    Skills you'll gain: Data Ethics, AI literacy, Model Evaluation, LLM Application, Model Deployment, Large Language Modeling, Natural Language Processing, Data Preprocessing, AI Workflows, Model Optimization, Application Programming Interface (API), Memory Management

    Beginner · Course · 1 - 4 Weeks

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

  • Fundamentals of Biomedical Imaging I: École Polytechnique Fédérale de Lausanne
  • First Order Optical System Design: University of Colorado Boulder
  • Introduction to Business: University of California, Irvine
  • Machine Learning: Real-World Applications: John Wiley & Sons
  • Social and Economic Networks: Models and Analysis: Stanford University
  • Mastering Classic Reinforcement Learning Algorithms: University of Colorado Boulder
  • Web Analytics and A/B Testing Basics: EDUCBA
  • Process & Policy Execution: Microsoft
  • Mathematics for Machine Learning: PCA: Imperial College London
  • Microsoft HR Manager: Microsoft

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