• 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


  • N

    Northeastern University

    Applied Natural Language Processing in Engineering Part 1

    Skills you'll gain: Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Model Optimization, Embeddings, Machine Learning Methods, Artificial Neural Networks, Deep Learning, Machine Learning, Dependency Analysis, Supervised Learning

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Optimize LLM Costs & Streamline Processes

    Skills you'll gain: Model Optimization, Miro AI, Process Optimization, Lean Manufacturing, Collaborative Software, Process Improvement and Optimization, Productivity Software, Process Modeling, LLM Application, Process Analysis, Operating Cost, Business Workflow Analysis, AI Workflows, Cost Management, Waste Minimization, Data-Driven Decision-Making, Proposal Development

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Achieving Excellence in GCP Architecting

    Skills you'll gain: Google Cloud Platform, Cloud Computing Architecture, Cloud Solutions, Solution Architecture, Cloud Infrastructure, Cloud Security, Cloud Computing, Security Controls, Infrastructure Architecture, Cloud Services, Scalability, Performance Tuning, System Monitoring, Operational Excellence

    Intermediate · Course · 1 - 4 Weeks

  • I

    Icahn School of Medicine at Mount Sinai

    Systems Biology and Biotechnology Capstone

    Skills you'll gain: Data Synthesis, Network Analysis, Analysis, Biology, Biotechnology, Data Integration, Laboratory Testing, Bioinformatics, Network Model, Systems Integration, Research, Simulation and Simulation Software, Mathematical Modeling

    4.5
    Rating, 4.5 out of 5 stars
    ·
    12 reviews

    Mixed · Course · 1 - 4 Weeks

  • S

    Sungkyunkwan University

    Machine Learning for Smart Beta

    Skills you'll gain: Data Processing, Data Preprocessing, Portfolio Management, Investment Management, Machine Learning Methods, Classification And Regression Tree (CART), Investments, Machine Learning Algorithms, Applied Machine Learning, R Programming, Feature Engineering, Machine Learning, Financial Modeling, Predictive Modeling, Decision Tree Learning, Model Optimization, Asset Management, Statistical Programming

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Snowflake - Build and Architect Data Pipelines Using AWS

    Skills you'll gain: Snowflake Schema, Data Pipelines, Apache Airflow, Data Security, Data Governance, Data Architecture, Extract, Transform, Load, Apache Kafka, Performance Tuning, PySpark, Data Warehousing, Data Import/Export, Amazon S3, Amazon Web Services, Real Time Data, Data Processing, SQL, Stored Procedure, Role-Based Access Control (RBAC)

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Career Development for AI Marketing Specialist

    Skills you'll gain: Data-Driven Marketing, Marketing Strategies, Campaign Management, Marketing, Marketing Analytics, Data Presentation, Marketing Effectiveness, Email Marketing, Data Storytelling, Digital Marketing Campaigns, Google Ads, Pay Per Click Advertising, Strategic Marketing, Marketing Automation, LinkedIn, Google Analytics, Digital Marketing, Search Engine Optimization, Interviewing Skills, Social Media Management

    Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Strategies for Paid Campaigns

    Skills you'll gain: Digital Marketing Campaigns, Conversion Funnel Analysis, Meta Ads Manager, Google Analytics, Marketing Budgets, Performance marketing, Pay Per Click Advertising, Digital Marketing, Paid media, Google Ads, Marketing Strategies, Digital Advertising, Data-Driven Marketing, Campaign Management, Web Analytics, Online Advertising, Advertising Campaigns, Bidding, Budgeting, Facebook

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Advanced Accessibility for Digital Products

    Skills you'll gain: Web Content Accessibility Guidelines, Test Automation, Usability, Human Centered Design, Test Tools, Usability Testing, User Experience Design, Software Testing, CI/CD

    Advanced · Course · 1 - 4 Weeks

  • P

    Pragmatic AI Labs

    Fine-Tuning Transformers with Hugging Face

    Skills you'll gain: Fine-tuning, CI/CD, Hugging Face, Continuous Deployment, Model Evaluation, Applied Machine Learning, Continuous Integration, Model Training, Transfer Learning, MLOps (Machine Learning Operations), Data Preprocessing, Model Deployment, Model Optimization, Data Pipelines, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • S

    Siemens

    응용 전산 유체 역학

    Skills you'll gain: Engineering Analysis, Thermal Management, Simulation and Simulation Software, Simulations, Mechanical Engineering, Numerical Analysis, Engineering, Mathematical Modeling, Differential Equations, Model Optimization

    Intermediate · Course · 1 - 3 Months

  • S

    SkillUp

    Machine Learning for Medical Data

    Skills you'll gain: Machine Learning Methods, Healthcare Ethics, Health Informatics, Machine Learning, Deep Learning, Statistical Machine Learning, Model Training, Convolutional Neural Networks, Data Preprocessing, Predictive Modeling, Electronic Medical Record System, AI Personalization, Machine Learning Algorithms, Recurrent Neural Networks (RNNs), Model Evaluation, Decision Intelligence, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

1…169170171…239

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

  • Applied Natural Language Processing in Engineering Part 1: Northeastern University
  • Optimize LLM Costs & Streamline Processes: Coursera
  • Achieving Excellence in GCP Architecting: LearnKartS
  • Systems Biology and Biotechnology Capstone: Icahn School of Medicine at Mount Sinai
  • Machine Learning for Smart Beta: Sungkyunkwan University
  • Snowflake - Build and Architect Data Pipelines Using AWS: Packt
  • Career Development for AI Marketing Specialist: Coursera
  • Strategies for Paid Campaigns: Simplilearn
  • Advanced Accessibility for Digital Products: Coursera
  • Fine-Tuning Transformers with Hugging Face: Pragmatic AI Labs

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
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok