• 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


  • Status: New
    New
    G

    Google Cloud

    Infrastruktur AI: TPU Cloud

    Skills you'll gain: Model Optimization, Cloud Infrastructure, Google Cloud Platform, Model Training, AI Workflows, Performance Tuning, Interoperability, Hardware Architecture

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    MMachine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 한국어

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

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    G

    Google Cloud

    Infrastruktur AI: Pengantar AI Hypercomputer

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Hardware Architecture, Computer Architecture, Model Deployment, Infrastructure Architecture, Cloud Deployment, AI Workflows, Model Training, AI literacy, Model Optimization, Artificial Intelligence, Computer Hardware, Systems Architecture, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    AI 基礎架構:部署類型

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Cloud Deployment, Model Deployment, Infrastructure As A Service (IaaS), Kubernetes, Cloud Computing, Cloud Platforms, Application Deployment, Model Optimization, Infrastructure Architecture, Distributed Computing, Containerization, Network Planning And Design, System Configuration, Network Performance Management, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Script with Confluence API

    Skills you'll gain: Software Documentation, API Gateway, Scripting, API Design, API Testing, Restful API, JSON, Application Programming Interface (API), Data Import/Export, Scripting Languages, Technical Documentation, Performance Tuning, Content Management, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Mastering Visual Studio 2022

    Skills you'll gain: Microsoft Visual Studio, Unit Testing, Performance Tuning, Test Driven Development (TDD), Continuous Integration, Git (Version Control System), Cross Platform Development, Debugging, Microsoft Development Tools, CI/CD, Development Testing, Microsoft Azure, Cloud-Based Integration, Integrated Development Environments, Cloud Deployment, GitHub, Visual Basic (Programming Language), C# (Programming Language), ASP.NET, Web Development

    Advanced · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Cloud SQL Infrastructure, Security, and Reliability

    Skills you'll gain: Data Infrastructure, Cloud Management, Data Architecture, Cloud Infrastructure, Cloud Engineering, Data Warehousing, Database Administration, Capacity Planning, Infrastructure as Code (IaC), Database Architecture and Administration, Cloud Security, Disaster Recovery, Data Security, Site Reliability Engineering, Problem Management, Solution Architecture, Resource Management, Business Continuity Planning, Performance Analysis, Cost Benefit Analysis

    Advanced · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Pivot Campaign Data

    Skills you'll gain: Email Marketing, Data-Driven Marketing, Gap Analysis, Marketing Analytics, Performance Analysis, Microsoft Excel, Campaign Management, Excel Formulas, Data-Driven Decision-Making, Performance Measurement, Variance Analysis, Performance Improvement, Performance Reporting, Correlation Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Optimize Splunk Performance for Scalable Data Analysis

    Skills you'll gain: Splunk, Performance Tuning, Scalability, Dataflow, Data Pipelines, Real Time Data, System Monitoring, Problem Management, Data Processing, Query Languages, System Configuration, Data Storage

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    C

    Coursera

    Automate Feedback Intake

    Skills you'll gain: Performance Metric, Workflow Management, Issue Tracking, Performance Analysis, User Feedback, Automation, Performance Measurement, Project Management Software, Accountability Frameworks, Performance Improvement, Operational Efficiency, Service Improvement, Process Improvement, Data-Driven Decision-Making, Prioritization, Systems Integration

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    C

    Coursera

    Secure and Tune OAS Models

    Skills you'll gain: Role-Based Access Control (RBAC), Oracle Databases, Identity and Access Management, Performance Tuning, Data Modeling, Enterprise Modeling, Data Architecture, Data Persistence, Security Controls, Query Languages, Dashboard, Data Governance, Data Access, Business Intelligence, Performance Analysis, Analytics, Security Management, Business Logic, Data Presentation

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    KI‑Infrastruktur: Netzwerktechniken

    Skills you'll gain: Google Cloud Platform, Identity and Access Management, Cloud Infrastructure, Generative AI, Data Import/Export, Cloud Computing Architecture, Token Optimization, Network Architecture, Network Infrastructure, Cloud-Based Integration, Data Migration, Network Performance Management, Distributed Computing, Data Pipelines

    Intermediate · Course · 1 - 3 Months

1…211212213…214

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

  • Infrastruktur AI: TPU Cloud: Google Cloud
  • MMachine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 한국어: Google Cloud
  • Infrastruktur AI: Pengantar AI Hypercomputer: Google Cloud
  • AI 基礎架構:部署類型: Google Cloud
  • Script with Confluence API: Coursera
  • Mastering Visual Studio 2022: Packt
  • Cloud SQL Infrastructure, Security, and Reliability: Coursera
  • Pivot Campaign Data: Coursera
  • Optimize Splunk Performance for Scalable Data Analysis: EDUCBA
  • Automate Feedback Intake: Coursera

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