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

Optimization Courses

Optimization courses can help you learn techniques for improving performance, resource allocation, and decision-making processes. You can build skills in linear programming, heuristic methods, and simulation modeling, that support analyzing complex systems. Many courses introduce tools like Excel Solver, MATLAB, and Python libraries such as SciPy, enabling you to apply optimization methods to real-world problems in logistics, finance, and operations management.

Popular Optimization Courses and Certifications


  • A

    Alex Genadinik

    Personal Branding: Path To Become A Top-1% Personal Brand

    Skills you'll gain: Content Scheduling, TikTok, Closing (Sales), LinkedIn, Strategic Partnership, Price Negotiation, Thought Leadership, Video Production, Social Media Content, Social Media, Shared Media, Business Planning, Brand Awareness, Social Media Marketing, Brand Strategy, Business Relationship Management, Contract Negotiation, Negotiation, Web Analytics and SEO, Proposal Writing

    4.9 stars, 9 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.9 (9) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Politecnico di Milano

    Developing FPGA-accelerated cloud applications with SDAccel: Practice

    Skills you'll gain: Cloud Development, Amazon Elastic Compute Cloud, Cloud Applications, Cloud Infrastructure, Bioinformatics, Cloud Computing Architecture, Cloud Computing, Algorithms, Development Environment, Amazon Web Services, Model Optimization, Performance Tuning, Program Development, Computer Architecture, Hardware Architecture, Performance Testing, Application Performance Management, Computer Programming, Memory Management

    4.4 stars, 26 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (26) · Intermediate · Course · 1 - 3 Months

  • U

    University of Washington

    Power BI Basics: Requirements to Visualizations

    Skills you'll gain: Power BI, Data Modeling, Data Transformation, Business Requirements, Model Optimization, Star Schema, Data Visualization Software, Snowflake Schema, Relational Databases, Data Manipulation, Requirements Elicitation, Data Import/Export, Data Cleansing, Requirements Analysis, Business Intelligence, Data Analysis, Stakeholder Management, Decision Making

    4.5 stars, 6 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (6) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    What is Procure to Pay

    Skills you'll gain: Purchasing, Accounts Payable, Operational Efficiency, Business Process, Process Improvement and Optimization, Procurement, Strategic Sourcing, Operational Excellence, Supplier Management, Supplier Relationship Management, Payment Processing and Collection, Payment Processing, Cost Reduction, Billing & Invoicing, Compliance Management, Automation

    4.6 stars, 36 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (36) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • 2

    28DIGITAL

    Approximation Algorithms

    Skills you'll gain: Algorithms, Graph Theory, Model Optimization, Applied Mathematics, Theoretical Computer Science, Combinatorics, Operations Research

    4.7 stars, 33 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (33) · Intermediate · Course · 1 - 4 Weeks

  • S

    Splunk Inc.

    Splunk Knowledge Manager

    Skills you'll gain: Splunk, Dashboard Creation, Data Modeling, Dashboard, Pivot Tables And Charts, Interactive Data Visualization, Data Management, Data Mapping, Model Optimization, Performance Tuning, Incident Management, Query Languages, Information Management, Computer Security Incident Management, Event Monitoring, Data Science, Big Data, Business Intelligence, Data Analysis, Business Analytics

    4.6 stars, 52 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (52) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Cleveland Clinic

    Machine Learning in Healthcare: Foundations and Applications

    Skills you'll gain: Machine Learning Methods, Machine Learning, Model Optimization, Machine Learning Algorithms, Healthcare Industry Knowledge, Health Informatics, Applied Machine Learning, Model Training, Health Care, Supervised Learning, Clinical Experience, Health Technology, Biomedical Technology, Artificial Intelligence, Reinforcement Learning, Data-Driven Decision-Making

    3.9 stars, 7 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.9 (7) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • T

    Technical University of Munich (TUM)

    Lean Production Fundamentals

    Skills you'll gain: Process Mapping, Lean Manufacturing, Process Analysis, Production Process, Process Design, Lean Methodologies, Process Management, Process Flow Diagrams, Process Optimization, Production Management, Workflow Management, Production Planning, Process Improvement, Manufacturing Operations, Resource Utilization, Capacity Management, Waste Minimization

    4.9 stars, 10 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (10) · Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • P

    Packt

    Docker Fundamentals - Understanding Containers and Images

    Skills you'll gain: Docker (Software), Containerization, Application Deployment, Command-Line Interface, Development Environment, Nginx, Software Installation, Node.JS, Virtual Machines, React.js

    4.6 stars, 36 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (36) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • H

    H2O.ai

    Enterprise h2oGPTe Essentials

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Agentic Workflows, AI Workflows, Generative AI Agents, Generative AI, LLM Application, Large Language Modeling, Agentic systems, Model Deployment, AI Integrations, Artificial Intelligence, Document Management, Web Applications, Application Programming Interface (API), Model Optimization, Workflow Management, Predictive Modeling, Data Integration, System Configuration

    4.4 stars, 50 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (50) · Intermediate · Specialization · 3 - 6 Months

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

    Tecnológico de Monterrey

    Analíticas en Páginas Web

    Skills you'll gain: Web Analytics, Search Engine Marketing, Digital Analysis, Marketing Analytics, Digital Marketing Campaigns, Market Research, Digital Marketing, Data-Driven Marketing, Search Engine Optimization, Analytical Skills, Online Advertising, Email Marketing, Customer Data Management, Marketing Effectiveness, Customer Insights, Consumer Behaviour, Customer Relationship Management (CRM) Software, Digital Advertising, Data Analysis, Customer Relationship Management

    4.9 stars, 41 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (41) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Alex Genadinik

    SEO Keyword Research - First Step In Your SEO - 2026

    Skills you'll gain: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Web Analytics, Google Analytics, Content Optimization, Search Engine Marketing, Market Research, Digital Marketing Tools, Target Market, Marketing Strategies, Competitive Analysis

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…137138139…213

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

  • Personal Branding: Path To Become A Top-1% Personal Brand: Alex Genadinik
  • Developing FPGA-accelerated cloud applications with SDAccel: Practice: Politecnico di Milano
  • Power BI Basics: Requirements to Visualizations: University of Washington
  • What is Procure to Pay: Coursera
  • Approximation Algorithms: 28DIGITAL
  • Splunk Knowledge Manager: Splunk Inc.
  • Machine Learning in Healthcare: Foundations and Applications: Cleveland Clinic
  • Lean Production Fundamentals: Technical University of Munich (TUM)
  • Docker Fundamentals - Understanding Containers and Images: Packt
  • Enterprise h2oGPTe Essentials: H2O.ai

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
  • Cookies Preference Center
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