• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Convex Optimization

    Convex Optimization Courses Online

    Explore convex optimization methods for solving mathematical problems. Learn to apply optimization techniques in engineering and finance.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Convex Optimization Course Catalog

    • N

      National Taiwan University

      Operations Research (2): Optimization Algorithms

      Skills you'll gain: Applied Mathematics, Operations Research, Linear Algebra, Numerical Analysis, Algorithms, Business Mathematics, Engineering Calculations, Process Improvement and Optimization, Mathematical Modeling, Resource Allocation, Computational Thinking, Calculus, Business Analytics, Decision Making

      4.8
      Rating, 4.8 out of 5 stars
      ·
      152 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Machine Learning with Python

      Skills you'll gain: Unsupervised Learning, Feature Engineering, Supervised Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Jupyter, Python Programming, Machine Learning, Predictive Modeling, Classification And Regression Tree (CART), Regression Analysis, Statistical Modeling, Dimensionality Reduction, Data Validation, Performance Tuning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      18K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      AI for Design and Optimization

      Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Generative AI, Artificial Intelligence, Design Strategies, Machine Learning, Design Thinking, Technical Design, Machine Learning Algorithms, Data-Driven Decision-Making, Algorithms

      4
      Rating, 4 out of 5 stars
      ·
      32 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Mathematics for Machine Learning and Data Science

      Skills you'll gain: Linear Algebra, Descriptive Statistics, Statistical Hypothesis Testing, Bayesian Statistics, Probability Distribution, Probability & Statistics, Sampling (Statistics), Calculus, Applied Mathematics, Advanced Mathematics, A/B Testing, Statistics, Probability, Numerical Analysis, Mathematical Modeling, Statistical Analysis, Data Science, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      2.8K reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Foundations of Digital Marketing and E-commerce

      Skills you'll gain: Data Storytelling, Marketing Channel, Digital Marketing, E-Commerce, Performance Measurement, Data-Driven Decision-Making, Marketing, Marketing Strategies, Digital Advertising, Marketing Analytics, Customer Analysis, Search Engine Marketing, Social Media Marketing, Search Engine Optimization, Email Marketing, Target Audience

      4.8
      Rating, 4.8 out of 5 stars
      ·
      29K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      Starweaver

      AI Product & Process Excellence

      Skills you'll gain: Business Process Modeling, Business Process Management, Business Process Automation, Generative AI, Process Design, Generative AI Agents, Process Analysis, User Story, Product Roadmaps, Workflow Management, Product Management, ChatGPT, Process Improvement, Process Optimization, Corporate Sustainability, Prompt Engineering, Artificial Intelligence, Sustainability Reporting, Business Strategy, Data Strategy

      Intermediate · Specialization · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      M

      Microsoft

      JavaScript Data and Applications

      Skills you'll gain: TypeScript, Web Development Tools, Application Performance Management, Application Programming Interface (API), Restful API, Development Testing, Software Testing, Debugging, Unit Testing, Javascript, Test Driven Development (TDD), Maintainability, JSON, Programming Principles, Software Design, User Interface (UI), Data Transformation

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      W

      Whizlabs

      Azure AI & ML: Optimize Language Models for AI Applications

      Skills you'll gain: MLOps (Machine Learning Operations), Microsoft Azure, Data Transformation, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Large Language Modeling, Data Pipelines, Applied Machine Learning, Scripting, Performance Tuning

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      Starweaver

      Luxury Hospitality & Brand Innovation

      Skills you'll gain: Service Design, Change Management, Social Media Campaigns, Hospitality Management, Hospitality Services, Social Media Marketing, Social Media, Content Performance Analysis, Innovation, Design Thinking, Social Media Management, Service Management, Customer experience improvement, Brand Marketing, Digital Marketing, Prototyping, Design, Leadership, Content Marketing, Search Engine Optimization

      4.4
      Rating, 4.4 out of 5 stars
      ·
      173 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      Skillshare

      Shopify eCommerce Ads Masterclass: Campaign Management

      Skills you'll gain: Target Audience, Campaign Management, Content Performance Analysis, Advertising Campaigns, Marketing Analytics, Data-Driven Decision-Making, Online Advertising, Social Media Campaigns, Scalability, Instagram, Digital Advertising, Facebook, Google Analytics, Paid media, Performance Analysis, Return On Investment, Budget Management

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Pearson

      Cisco Software-Defined Wan for Enterprise & Cloud: Unit 4

      Skills you'll gain: Wide Area Networks, Software-Defined Networking, Network Monitoring, Virtual Private Networks (VPN), Network Troubleshooting, Network Performance Management, Firewall, Network Security, Cloud Services, TCP/IP, Cloud Applications, Intrusion Detection and Prevention

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Pearson

      Ansible From Basics to Guru: Unit 3

      Skills you'll gain: Ansible, Red Hat Enterprise Linux, Infrastructure as Code (IaC), IT Automation, Shell Script, Devops Tools, YAML, Configuration Management, Linux, System Configuration, Application Programming Interface (API)

      Intermediate · Course · 1 - 4 Weeks

    1234…66

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

    • Operations Research (2): Optimization Algorithms: National Taiwan University
    • Machine Learning with Python: IBM
    • AI for Design and Optimization: University of Michigan
    • Mathematics for Machine Learning and Data Science: DeepLearning.AI
    • Foundations of Digital Marketing and E-commerce: Google
    • AI Product & Process Excellence: Starweaver
    • JavaScript Data and Applications: Microsoft
    • Azure AI & ML: Optimize Language Models for AI Applications: Whizlabs
    • Luxury Hospitality & Brand Innovation: Starweaver
    • Shopify eCommerce Ads Masterclass: Campaign Management : Skillshare

    Skills you can learn in Algorithms

    Graphs (22)
    Mathematical Optimization (21)
    Computer Program (20)
    Data Structure (19)
    Problem Solving (19)
    Algebra (12)
    Computer Vision (10)
    Discrete Mathematics (10)
    Graph Theory (10)
    Image Processing (10)
    Linear Algebra (10)
    Reinforcement Learning (10)

    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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • 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
    • ECTS Credit Recommendations

    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
    • Manage Cookie Preferences
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok