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

    Optimization Courses Online

    Master optimization techniques for improving system performance. Learn about linear programming, nonlinear optimization, and heuristic methods.

    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 Optimization Course Catalog

    • Status: Free Trial
      Free Trial
      N

      New York Institute of Finance

      Reinforcement Learning for Trading Strategies

      Skills you'll gain: Reinforcement Learning, Financial Trading, Deep Learning, Portfolio Management, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Machine Learning Software, Applied Machine Learning, Markov Model, Machine Learning, Financial Market, Time Series Analysis and Forecasting

      3.5
      Rating, 3.5 out of 5 stars
      ·
      243 reviews

      Intermediate · Course · 1 - 4 Weeks

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

      Starweaver

      Luxury Hospitality & Brand Innovation

      Skills you'll gain: Customer experience strategy (CX), Service Design, Change Management, Hospitality Management, Social Media Marketing, Process Mapping, Key Performance Indicators (KPIs), Hospitality Services, Social Media, Design Thinking, Brand Marketing, Service Management, Customer experience improvement, Digital Marketing, Design, Social Media Management, Prototyping, Content Marketing, Leadership, Search Engine Optimization

      4.4
      Rating, 4.4 out of 5 stars
      ·
      177 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      C

      Coursera

      Instagram Optimization: Grow Your Presence

      Skills you'll gain: Instagram, Content Performance Analysis, Social Media Management, Social Media, Social Media Marketing, Brand Marketing, Social Media Strategy, Drive Engagement, Content Strategy, Customer Engagement, Marketing Analytics, Content Creation, Performance Metric, Analytics

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Health Care Innovation

      Skills you'll gain: Operations Management, Health Disparities, Health Equity, Health Care Administration, Innovation, Process Improvement and Optimization, Performance Improvement, Process Mapping, Health Care, Lean Methodologies, Performance Metric, Health Technology, Quality Improvement, Key Performance Indicators (KPIs), Qualitative Research

      4.6
      Rating, 4.6 out of 5 stars
      ·
      303 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Digital Marketing Capstone

      Skills you'll gain: Keyword Research, Email Marketing, Digital Marketing, Marketing Analytics, Online Advertising, Performance Analysis, Consumer Behaviour, Marketing Strategies, Key Performance Indicators (KPIs), Web Analytics and SEO, Search Engine Optimization, Web Content, Customer Analysis, Advertising Campaigns

      4.5
      Rating, 4.5 out of 5 stars
      ·
      601 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI Advance Fine-Tuning for LLMs

      Skills you'll gain: Generative AI, Large Language Modeling, Prompt Engineering, Natural Language Processing, Reinforcement Learning, Performance Tuning, Probability Distribution

      4.3
      Rating, 4.3 out of 5 stars
      ·
      91 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IE Business School

      Comunicaciones integradas de marketing: Publicidad, Relaciones Públicas, Marketing Digital y más

      Skills you'll gain: Marketing Communications, Integrated Marketing Communications, Advertising, Brand Loyalty, Brand Management, Marketing, Brand Strategy, Public Relations, Marketing Planning, Marketing Budgets, Social Media Marketing, Digital Marketing, Marketing Management, Search Engine Optimization, Communication Strategies, Crisis Management, Communication, Consumer Behaviour

      4.8
      Rating, 4.8 out of 5 stars
      ·
      704 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      É

      École normale supérieure

      Approximation Algorithms Part II

      Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Operations Research, Linear Algebra, Solution Design, Mathematical Modeling, Probability

      4.8
      Rating, 4.8 out of 5 stars
      ·
      44 reviews

      Mixed · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Hyperparameter Tuning with Keras Tuner

      Skills you'll gain: Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Deep Learning, Python Programming, Performance Tuning, Machine Learning Algorithms, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      69 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • C

      Coursera Project Network

      Brand Marketing and SEO Tools using Wix

      Skills you'll gain: Email Marketing, Search Engine Optimization, Web Analytics and SEO, Social Media Marketing, Brand Marketing, Brand Awareness, Branding, Digital Marketing, Marketing Design, Marketing, Content Creation, Web Design and Development

      4.6
      Rating, 4.6 out of 5 stars
      ·
      368 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • C

      Coursera Project Network

      Optimize TensorFlow Models For Deployment with TensorRT

      Skills you'll gain: Keras (Neural Network Library), Tensorflow, Deep Learning, Performance Tuning, Machine Learning Methods, Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      76 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • E

      EIT Digital

      I/O-efficient algorithms

      Skills you'll gain: Data Structures, Theoretical Computer Science, Data Storage Technologies, Algorithms, Graph Theory, File Systems, Data Access, Performance Tuning, Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      60 reviews

      Advanced · Course · 1 - 3 Months

    Optimization learners also search

    Mathematical Optimization
    Discrete Optimization
    Convex Optimization
    Performance Management
    Systems Engineering
    Computing
    A/B Testing
    Parallel Programming
    1…222324…68

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

    • Reinforcement Learning for Trading Strategies: New York Institute of Finance
    • Luxury Hospitality & Brand Innovation: Starweaver
    • Instagram Optimization: Grow Your Presence: Coursera
    • Health Care Innovation: University of Pennsylvania
    • Digital Marketing Capstone: University of Illinois Urbana-Champaign
    • Generative AI Advance Fine-Tuning for LLMs : IBM
    • Comunicaciones integradas de marketing: Publicidad, Relaciones Públicas, Marketing Digital y más: IE Business School
    • Approximation Algorithms Part II: École normale supérieure
    • Hyperparameter Tuning with Keras Tuner: Coursera Project Network
    • Brand Marketing and SEO Tools using Wix: Coursera Project Network

    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