• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • 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

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Mastering Neural Networks and Model Regularization

      Skills you'll gain: PyTorch (Machine Learning Library), Deep Learning, Supervised Learning, Artificial Neural Networks, Image Analysis, Decision Tree Learning, Machine Learning Algorithms, Machine Learning, Computer Vision

      Intermediate · Course · 1 - 3 Months

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

      Whizlabs

      NVIDIA: Prompt Engineering and Data Analysis

      Skills you'll gain: Prompt Engineering, Data Visualization, Large Language Modeling, Text Mining, Scatter Plots, Data Visualization Software, Generative AI, Histogram, Performance Tuning, Data Analysis, Natural Language Processing

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      B

      Board Infinity

      Snowflake - SnowPro Core Certification Preparation

      Skills you'll gain: Performance Tuning, User Accounts, Data Warehousing, Identity and Access Management, Data Modeling, Data Integration, SQL, Cloud Computing Architecture, Role-Based Access Control (RBAC), Data Import/Export, Data Management, Business Intelligence, Data Transformation, Data Security

      2.7
      Rating, 2.7 out of 5 stars
      ·
      18 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Foundations of Neural Networks

      Skills you'll gain: Data Ethics, Artificial Neural Networks, Deep Learning, Machine Learning Algorithms, Reinforcement Learning, Generative AI, Debugging, Artificial Intelligence, Unsupervised Learning, Machine Learning, Computer Vision, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Applied Machine Learning, Unstructured Data, Linear Algebra, Markov Model, Data-Driven Decision-Making, Natural Language Processing

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      A

      Aptly

      Search Advertising with Google

      Skills you'll gain: Google Ads, Advertising Campaigns, Content Performance Analysis, Pay Per Click Advertising, Search Engine Marketing, Performance Metric, Campaign Management, Performance Analysis, Keyword Research, Performance Measurement, Bidding, Digital Advertising, Web Analytics, Registration, Advertising, Marketing, Digital Marketing, Key Performance Indicators (KPIs), Test Planning, Copywriting

      Beginner · Specialization · 1 - 3 Months

    • Status: Free
      Free
      C

      Coursera Project Network

      Tweet Emotion Recognition with TensorFlow

      Skills you'll gain: Tensorflow, Python Programming, Natural Language Processing, Artificial Neural Networks, Text Mining, Machine Learning Algorithms, Deep Learning, Machine Learning, Data Processing

      4.5
      Rating, 4.5 out of 5 stars
      ·
      165 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      A

      Amazon

      Generative AI in Software Development

      Skills you'll gain: Digital Transformation, Generative AI, Decision Support Systems, ChatGPT, Strategic Decision-Making, Software Development Tools, Microsoft Copilot, OpenAI, Business Transformation, Prompt Engineering, Automation, Application Development, Artificial Intelligence, User Interface (UI) Design, Debugging

      4.8
      Rating, 4.8 out of 5 stars
      ·
      13 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      C

      Coursera Instructor Network

      GenAI for Social Media Marketing Specialists

      Skills you'll gain: Generative AI, Campaign Management, Social Media Marketing, Social Media, Content Creation, Social Media Content, Innovation, Marketing Automation, Social Media Campaigns, Prompt Engineering, Instagram, Customer Engagement, Marketing Strategies, Data-Driven Decision-Making, Data Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      17 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      MedCerts

      Pharmacy Medication and Safety

      Skills you'll gain: Sterilization, Medication Therapy Management, Drug Interaction, Medication Administration, Pharmacology, Pharmacist Assistance, Pharmacy, Intravenous Therapy, Contraindication, Patient Safety, Patient Treatment, Care Management

      4.9
      Rating, 4.9 out of 5 stars
      ·
      33 reviews

      Intermediate · Course · 1 - 4 Weeks

    • A

      Amazon Web Services

      Capstone: Following the AWS Well Architected Framework

      Skills you'll gain: Cloud Computing Architecture, Amazon Web Services, Cloud Security, Operational Excellence, Reliability, Solution Architecture, Cloud-Native Computing, Corporate Sustainability, Performance Tuning, Operational Efficiency, Environmental Social And Corporate Governance (ESG), Cost Reduction, Security Strategy, Operational Analysis, System Requirements, Site Reliability Engineering, Cost Management, Disaster Recovery

      4.6
      Rating, 4.6 out of 5 stars
      ·
      46 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Playwright Python and Pytest for Web Automation Testing

      Skills you'll gain: Continuous Integration, Test Automation, Authentications, CI/CD, Software Testing, Unit Testing, Development Environment, Behavior-Driven Development, Application Programming Interface (API), Event-Driven Programming, Test Case, Test Data, GitHub, Cascading Style Sheets (CSS), User Interface (UI), Verification And Validation, Debugging

      4.4
      Rating, 4.4 out of 5 stars
      ·
      7 reviews

      Intermediate · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Microsoft Azure for AI and Machine Learning

      Skills you'll gain: MLOps (Machine Learning Operations), Microsoft Azure, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Data Pipelines, Network Troubleshooting, Cloud Computing, Cloud Security, Software Versioning, CI/CD, Continuous Monitoring, Data Storage, Scalability, Data Quality, Data Transformation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      13 reviews

      Intermediate · Course · 1 - 3 Months

    1…293031…66

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

    • Mastering Neural Networks and Model Regularization: Johns Hopkins University
    • NVIDIA: Prompt Engineering and Data Analysis: Whizlabs
    • Snowflake - SnowPro Core Certification Preparation: Board Infinity
    • Foundations of Neural Networks: Johns Hopkins University
    • Search Advertising with Google: Aptly
    • Tweet Emotion Recognition with TensorFlow: Coursera Project Network
    • Generative AI in Software Development: Amazon
    • GenAI for Social Media Marketing Specialists: Coursera Instructor Network
    • Pharmacy Medication and Safety: MedCerts
    • Capstone: Following the AWS Well Architected Framework: Amazon Web Services

    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