• 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


  • Status: Preview
    Preview
    G

    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Português Brasileiro

    Skills you'll gain: Tensorflow, Model Deployment, Data Pipelines, Keras (Neural Network Library), Google Cloud Platform, Model Training, Data Preprocessing, Cloud Deployment, Data Processing, Embeddings, Deep Learning, Model Optimization, Applied Machine Learning, Data Transformation, Artificial Neural Networks, AI Workflows

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    Edureka

    Explainable AI for Everyone

    Skills you'll gain: Responsible AI, Technical Communication, Data Ethics, Model Evaluation, Interactive Data Visualization, Data Storytelling, Machine Learning, Data Visualization, Feature Engineering, Applied Machine Learning, Classification And Regression Tree (CART), Machine Learning Methods, Regression Analysis, Decision Tree Learning, Trustworthiness, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Statistical Methods, Stakeholder Analysis, Debugging

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    AI Infrastructure:AI Hypercomputer 简介

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

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Preparing for Your Cloud Architect Journey - Português

    Skills you'll gain: Cloud Computing Architecture, Cloud Security, Cloud Infrastructure, Cloud Solutions, Solution Architecture, Cloud Computing, Network Planning And Design, Cloud Services, Network Infrastructure, Google Cloud Platform, Process Analysis, Process Optimization, Cloud Deployment, Process Improvement and Optimization, Site Reliability Engineering, Project Implementation, Solution Design, Analysis, Case Studies

    Advanced · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    Infraestructura de IA: técnicas de redes

    Skills you'll gain: Google Cloud Platform, Generative AI, Cloud Infrastructure, Scalability, Data Infrastructure, Identity and Access Management, Data Import/Export, Distributed Computing, Network Infrastructure, Network Planning And Design, Token Optimization, Model Training, Data Migration, Network Architecture, Network Performance Management, System Configuration

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    U

    Universitat Politècnica de València

    Ingeniería de aeropuertos OACI (ICAO): Diseño del lado aire

    Skills you'll gain: Building Codes, Civil Engineering, Structural Engineering, Environmental Regulations, Drafting and Engineering Design, Design Specifications, Safety Standards, Traffic Flow Optimization, Engineering Design Process, Infrastructure Architecture, Engineering Calculations, Technical Standard

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Master Agile Estimation – Scrum & Kanban Techniques

    Skills you'll gain: Project Estimation, Continuous Improvement Process, Agile Software Development, Forecasting

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    Alex Genadinik

    Yelp Marketing: Organic Yelp Ranking & Ads For Local Search

    Skills you'll gain: Growth Strategies, Advertising Campaigns, Marketing Strategies, Search Engine Marketing, Advertising, Marketing, Content Optimization, Digital Advertising, Lead Generation, Web Presence

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    U

    University of California, Santa Cruz

    Managing AI Deployment Projects, Part 2

    Skills you'll gain: Model Training, Project Management Institute (PMI) Methodology, Responsible AI, Model Evaluation, MLOps (Machine Learning Operations), Project Management Life Cycle, Cross-Functional Team Leadership, Model Deployment, Team Management, AI Workflows, Compliance Management, Model Optimization, Data Ethics, Culture Transformation, Continuous Monitoring, Business Metrics

    Beginner · Course · 1 - 3 Months

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

    Coursera

    Write Automation Scripts

    Skills you'll gain: Scripting, IT Automation, Shell Script, Bash (Scripting Language), Automation, Workflow Management, Business Process Automation, Security Controls, Scripting Languages, Performance Tuning, Data Security, Debugging, Encryption, Continuous Monitoring, Decision Making, File Management

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Blender to Unreal Engine 5 — 3D Props - Medieval Gallows

    Skills you'll gain: 3D Modeling, Unreal Engine, 3D Assets, Animation and Game Design, Animations, Computer Graphics, Visualization (Computer Graphics), Video Game Development, Model Optimization, Data Import/Export

    Intermediate · Course · 3 - 6 Months

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

    Simplilearn

    Measuring and Analyzing Process Performance Training

    Skills you'll gain: Process Capability, Lean Six Sigma, Six Sigma Methodology, Root Cause Analysis, Process Mapping, Data Literacy, Process Analysis, Process Improvement and Optimization, Performance Metric, Performance Measurement, Statistical Methods, Statistical Process Controls, Descriptive Statistics, Lean Methodologies, Process Improvement, Performance Improvement, Statistical Analysis, Statistical Hypothesis Testing, Failure Mode And Effects Analysis, Systems Of Measurement

    Beginner · Course · 1 - 4 Weeks

1…196197198…209

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

  • Build, Train and Deploy ML Models with Keras on Google Cloud - Português Brasileiro: Google Cloud
  • Explainable AI for Everyone: Edureka
  • AI Infrastructure:AI Hypercomputer 简介: Google Cloud
  • Preparing for Your Cloud Architect Journey - Português: Google Cloud
  • Infraestructura de IA: técnicas de redes: Google Cloud
  • Ingeniería de aeropuertos OACI (ICAO): Diseño del lado aire: Universitat Politècnica de València
  • Master Agile Estimation – Scrum & Kanban Techniques: Packt
  • Yelp Marketing: Organic Yelp Ranking & Ads For Local Search: Alex Genadinik
  • Managing AI Deployment Projects, Part 2: University of California, Santa Cruz
  • Write Automation Scripts: 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