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

Convex Optimization Courses

Convex optimization courses can help you learn linear programming, duality theory, and gradient descent methods. You can build skills in formulating optimization problems, analyzing convex sets, and applying algorithms to practical work. Many courses introduce tools like MATLAB, Python libraries, and optimization software, that support implementing solutions in fields such as machine learning, artificial intelligence, and operations research.

Popular Convex Optimization Courses and Certifications


  • E

    ESSEC Business School

    Foundations of marketing analytics

    Skills you'll gain: Data-Driven Marketing, Marketing Analytics, Customer Analysis, Business Marketing, Advanced Analytics, Marketing Strategies, Business Analytics, Statistical Programming, Customer Insights, R Programming, R (Software), Customer Data Management, Data-Driven Decision-Making, Data Analysis Software, Target Market, Predictive Analytics, Statistical Analysis, Statistical Modeling, Predictive Modeling, Statistical Methods

    4.6 stars, 762 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (762) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Mastering Claude AI: Prompting, APIs, RAG, and MCP

    Skills you'll gain: Retrieval-Augmented Generation, Model Context Protocol, Agentic Workflows, Prompt Engineering, Anthropic Claude, Application Programming Interface (API), Prompt Patterns, Prompt Engineering Tools, LLM Application, JSON, AI Integrations, Generative AI Agents, AI literacy, Tool Calling, Generative AI, Scripting, Token Optimization, Document Management, Context Engineering, Agentic systems

    3.7 stars, 27 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 3.7 (27) · Intermediate · Specialization · 1 - 3 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • I

    Imperial College London

    Getting started with TensorFlow 2

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Evaluation, Deep Learning, Image Analysis, Model Training, Convolutional Neural Networks, Transfer Learning, Computer Programming, Model Optimization, Applied Machine Learning, Supervised Learning, Computer Vision, Artificial Neural Networks, Data Persistence

    4.9 stars, 582 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (582) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    How to Optimize Your Instagram Account

    Skills you'll gain: Instagram, Social Media Content, Content Creation, Social Media, Social Media Management, Driving engagement, Account Strategy, Web Presence, Growth Strategies, Brand Awareness, Account Management, Digital Design

    4.2 stars, 342 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.2 (342) · Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
    Category: Free
    Free
  • T

    Technical University of Munich (TUM)

    Digitalisation in Aeronautics

    Skills you'll gain: Model Based Systems Engineering, Digital Communications, Control Systems, Vibrations, Structural Analysis, Digital Transformation, Digital Analysis, Communication Systems, Mathematical Modeling, Engineering Design Process, Simulation and Simulation Software, Collaborative Software, Technology Strategies, Model Optimization, Conceptual Design

    4.7 stars, 215 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (215) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Glasgow

    Applied AI for Engineers and Scientists: Foundations

    Skills you'll gain: Model Training, Model Evaluation, Matlab, Data Preprocessing, Model Optimization, Scientific Visualization, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Statistical Methods, Machine Learning Software, Mathematical Software, Statistical Machine Learning, Data Wrangling, Applied Mathematics, Data Validation, Data Processing, Mathematical Modeling, Artificial Neural Networks, Engineering Analysis, Engineering Design Process

    4.9 stars, 145 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.9 (145) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Excel Time Series Models for Business Forecasting

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Model Evaluation, Microsoft Excel, Excel Formulas, Trend Analysis, Predictive Modeling, Data Presentation, Statistical Visualization, Graphing, Model Optimization, Statistical Analysis, Statistical Methods

    4.9 stars, 255 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (255) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Intermediate Web and Front-End Development

    Skills you'll gain: Webpack, Frontend Performance, Search Engine Optimization, Web Development Tools, Web Analytics and SEO, Performance Tuning, Build Tools, Debugging, Usability Testing, Web Development, Software Testing, Test Tools, Front-End Web Development, Functional Testing, Test Automation, Continuous Monitoring, Development Testing, Computer Programming Tools, JavaScript Frameworks, WordPress

    4.5 stars, 39 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (39) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Goldman Sachs

    Fundamentals of Operations, with Goldman Sachs 10,000 Women

    Skills you'll gain: Process Mapping, Process Analysis, Operational Efficiency, Business Operations, Operations Management, Operational Analysis, Process Management, Operations, Business Process, Business Process Improvement, Process Optimization, Process Development, Process Improvement, Customer experience improvement, Growth Strategies, Business Technologies

    4.6 stars, 403 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (403) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • A

    Alex Genadinik

    SEO Masterclass With AI SEO: Beginner To Advanced - 2026

    Skills you'll gain: Generative Engine Optimization (GEO), Keyword Research, Blogs, Search Engine Optimization, Web Analytics and SEO, Copywriting, Content Optimization, Web Analytics, Large Language Modeling, Search Engine Marketing, Web Content, Google Analytics, Google Gemini, LLM Application, Frontend Performance, Web Presence, Digital Marketing Tools, Marketing, Digital Marketing, Marketing Planning

    4.6 stars, 22 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (22) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Science Challenge

    Skills you'll gain: Applied Machine Learning, Predictive Modeling, Jupyter, Predictive Analytics, Model Evaluation, Model Optimization, Data Analysis, Machine Learning, Data Science, Python Programming

    4.7 stars, 228 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (228) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Accounting Operations & Automation

    Skills you'll gain: Cash Flow Forecasting, Variance Analysis, Bookkeeping, Reconciliation, QuickBooks (Accounting Software), Invoicing, Cash Flows, Financial Analysis, Auditing, Process Optimization, Document Management, Microsoft Excel, Data Transformation, Financial Reporting, Compliance Reporting, Compliance Management, AI Enablement, Automation, Data Validation, Process Engineering

    3.6 stars, 30 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.6 (30) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
1…505152…217

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

  • Foundations of marketing analytics: ESSEC Business School
  • Mastering Claude AI: Prompting, APIs, RAG, and MCP: Edureka
  • Getting started with TensorFlow 2: Imperial College London
  • How to Optimize Your Instagram Account: Coursera
  • Digitalisation in Aeronautics: Technical University of Munich (TUM)
  • Applied AI for Engineers and Scientists: Foundations: University of Glasgow
  • Excel Time Series Models for Business Forecasting: Macquarie University
  • Intermediate Web and Front-End Development: IBM
  • Fundamentals of Operations, with Goldman Sachs 10,000 Women: Goldman Sachs
  • SEO Masterclass With AI SEO: Beginner To Advanced - 2026: Alex Genadinik

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

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