• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • 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


  • G

    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文

    Skills you'll gain: Model Evaluation, Model Optimization, Generative AI, Continuous Monitoring, Google Cloud Platform, Model Deployment, MLOps (Machine Learning Operations), Machine Learning Methods, Large Language Modeling, Responsible AI, Data Quality

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    AI Infrastructure: AI Hypercomputer の概要

    Skills you'll gain: Cloud Deployment, Model Deployment, Model Optimization, Cloud Infrastructure, Google Cloud Platform, Performance Tuning, Model Training, Infrastructure Architecture, Cloud Computing, AI Workflows, Hardware Architecture, Artificial Intelligence and Machine Learning (AI/ML), Computer Architecture, AI literacy

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • G

    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Deutsch

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Model Optimization, Model Deployment

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®

    Skills you'll gain: Social Network Analysis, Network Analysis, Data Storytelling, Predictive Modeling, Data Presentation, Marketing Analytics, Statistical Machine Learning, Predictive Analytics, Financial Data, Interactive Data Visualization, Data Preprocessing, Marketing Management, Marketing Operations, Transfer Learning, Analytics, Financial Statement Analysis, Data Cleansing, Random Forest Algorithm, Operations Research, Model Optimization

    Mastertrack · 6 - 12 Months

    Category: Credit offered
    Credit offered
  • B

    Birla Institute of Technology & Science, Pilani

    Cryptography

    Skills you'll gain: Cryptographic Protocols, Cybersecurity, Email Security, Firewall, Algorithms, Data Integrity

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • B

    Birla Institute of Technology & Science, Pilani

    Introduction to Social Media Analytics

    Skills you'll gain: Social Media Analytics, Social Network Analysis, Network Analysis, Graph Theory, Network Model, Responsible AI, Analytics, Data Ethics, Large Language Modeling, Fraud detection, AI Personalization, Big Data, AI Security, Threat Detection, Data Mining, Applied Machine Learning, Predictive Analytics, Social Sciences, Unsupervised Learning, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Semiconductor Photonics Graduate Certificate

    Skills you'll gain: Semiconductors, Power Electronics, Display Devices, Control Systems, Computer Displays, Systems Design, Technical Design, Model Optimization, Electronic Systems, Electronics, Electrical Engineering, USB, Electrical Power, Electronic Components, Electrical Systems, Materials science, electromagnetics, Electronics Engineering, Electrical and Computer Engineering, Image Quality

    Graduate Certificate · 6 - 12 Months

    Category: Credit offered
    Credit offered
  • U

    University of Pittsburgh

    Master of Data Science

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Bayesian Statistics, Tool Calling, Database Systems, Data Visualization, Database Design, Generative AI, Large Language Modeling, Database Management, Databases, Supervised Learning, Web Services, Data Ethics, Apache Spark, Time Series Analysis and Forecasting, Database Theory, Unsupervised Learning, Linear Algebra, Technical Communication

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • M

    Microsoft

    Microsoft Generative AI Operations (GenAIOps)

    Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Governance, Cost Management & Production Excellence

    Intermediate · Course

    Status: Free trial
    Free trial
  • M

    Microsoft

    Prompt, RAG & Evaluation Operations

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Container & Edge Orchestration

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…266267268269

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

  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文: Google Cloud
  • AI Infrastructure: AI Hypercomputer の概要: Google Cloud
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Deutsch: Google Cloud
  • Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes
  • Cryptography: Birla Institute of Technology & Science, Pilani
  • Introduction to Social Media Analytics: Birla Institute of Technology & Science, Pilani
  • Semiconductor Photonics Graduate Certificate: University of Colorado Boulder
  • Master of Data Science: University of Pittsburgh
  • Microsoft Generative AI Operations (GenAIOps): Microsoft
  • Governance, Cost Management & Production Excellence: Microsoft

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok