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  • 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: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Business Analytics with Excel

    Skills you'll gain: Risk Modeling, Operations Research, Regression Analysis, Network Model, Resource Allocation, Excel Macros, Business Analytics, Decision Making, Risk Analysis, Simulation and Simulation Software, Microsoft Excel, Business Risk Management, Strategic Decision-Making, Financial Modeling, Business Modeling, Data-Driven Decision-Making, Excel Formulas, Business, Spreadsheet Software, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    4.1K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Optical Engineering

    Skills you'll gain: Model Optimization, Electrical Engineering, electromagnetics, Image Quality, Engineering Calculations, Systems Design, System Requirements, Engineering, Scientific, and Technical Instruments, Design Software, Simulation and Simulation Software, Engineering Analysis, Technical Design, Numerical Analysis, System Design and Implementation, Image Analysis, Graphical Tools, Human Factors, Medical Imaging, Applied Mathematics, Physics

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    379 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Free
    Free
    C

    Coursera

    Google Ads for Beginners

    Skills you'll gain: Google Ads, Keyword Research, Target Audience, Pay Per Click Advertising, Search Engine Marketing, Advertising Campaigns, Campaign Management, Advertising, Online Advertising, Digital Advertising, Paid media, Marketing, Digital Marketing, Return On Investment

    4.4
    Rating, 4.4 out of 5 stars
    ·
    6K reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
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    Preview
    E

    EDUCBA

    Web Analytics and A/B Testing Basics

    Skills you'll gain: Web Analytics, Conversion Funnel Analysis, Google Analytics, Performance Measurement, Content Optimization, Analytics, Performance Analysis, Lead Generation, Digital Marketing, Hypertext Markup Language (HTML), Marketing Analytics, Performance Testing, Marketing Strategies, Marketing, Test Planning, Data-Driven Decision-Making, Growth Strategies

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Deep Reinforcement Learning: From Theory to Practice

    Skills you'll gain: Reinforcement Learning, Deep Learning, Machine Learning Methods, Model Evaluation, Artificial Intelligence, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Model Training, Agentic systems, Model Optimization, Algorithms, Applied Machine Learning, System Design and Implementation

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    S

    STARWEAVER

    Generative AI for Retail Inventory Management

    Skills you'll gain: Demand Planning, Retail Store Operations, Inventory Management System, Forecasting, Merchandising, Inventory Control Systems, Enterprise Architecture, Generative AI, Inventory Control, Performance Measurement, Customer Demand Planning, Operational Performance Management, Inventory Management, Inventory and Warehousing, Return On Investment, Promotional Strategies, Key Performance Indicators (KPIs), Product Promotion, ChatGPT, Engineering

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    W

    Whizlabs

    Microsoft Foundry Essentials: RAG, Fine-Tuning and AI Agents

    Skills you'll gain: Retrieval-Augmented Generation, Generative AI Agents, Model Deployment, Generative AI, Agentic Workflows, Microsoft Azure, AI Workflows, Model Evaluation, Model Training, Fine-tuning, Microsoft Development Tools, MLOps (Machine Learning Operations), AI Integrations, Large Language Modeling, Model Optimization, Agentic systems

    Beginner · Course · 1 - 4 Weeks

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

    Coursera

    GTM Planning and Campaign Execution

    Skills you'll gain: Campaign Management, Digital Marketing Campaigns, Prompt Engineering, Google Ads, Campaign Planning, Advertising Campaigns, A/B Testing, Online Advertising, Digital Advertising, Keyword Research, Go To Market Strategy, Meta Ads Manager, Search Engine Marketing, Prompt Engineering Tools, Paid media, Performance marketing, Content Performance Analysis, Product Marketing, Marketing Analytics, Competitive Analysis

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    G

    Google Cloud

    AI Infrastructure: Deployment, Networking, and Storage

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Cloud Deployment, Data Infrastructure, Infrastructure As A Service (IaaS), Kubernetes, Cloud Storage, Model Deployment, Hardware Architecture, Data Storage, Model Optimization, Cloud Engineering, Infrastructure Architecture, AI Workflows, Model Training, Computer Hardware, Network Architecture, Network Performance Management, Data Processing, Data Import/Export

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Concepts, Strategies, and Analytics in Performance Marketing and Digital Advertising

    Skills you'll gain: Advertising Campaigns, Performance marketing, Online Advertising, Digital Advertising, Google Ads, Advertising, Social Media, Media Planning, Pay Per Click Advertising, Campaign Management, Campaign Planning, Social Media Campaigns, Social Media Marketing, Social Media Strategy, Content Performance Analysis, Contextual Advertising, Search Engine Marketing, Paid media, Social Media Management, Target Audience

    4.6
    Rating, 4.6 out of 5 stars
    ·
    836 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving, Part 1

    Skills you'll gain: Excel Macros, Programming Principles, Visual Basic (Programming Language), Program Development, Object Oriented Programming (OOP), Computer Programming, Debugging, Data Cleansing, Problem Solving, Code Reusability, Spreadsheet Software, Data Management, Automation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    4.3K reviews

    Beginner · Course · 1 - 3 Months

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

    Coursera

    Social Media Marketing

    Skills you'll gain: Social Media Analytics, Content Performance Analysis, Canva (Software), Brand Management, Instagram, Video Editing, Content Scheduling, Meta Ads Manager, Prompt Engineering, Facebook, Content Creation, Social Media, Social Media Marketing, Marketing Automation, Copywriting, Generative AI, Social Media Content, Video Production, Campaign Management, Digital Marketing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    3.8K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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

  • Business Analytics with Excel: Johns Hopkins University
  • Optical Engineering: University of Colorado Boulder
  • Google Ads for Beginners: Coursera
  • Web Analytics and A/B Testing Basics: EDUCBA
  • Deep Reinforcement Learning: From Theory to Practice: University of Colorado Boulder
  • Generative AI for Retail Inventory Management: STARWEAVER
  • Microsoft Foundry Essentials: RAG, Fine-Tuning and AI Agents: Whizlabs
  • GTM Planning and Campaign Execution: Coursera
  • AI Infrastructure: Deployment, Networking, and Storage: Google Cloud
  • Concepts, Strategies, and Analytics in Performance Marketing and Digital Advertising: University of Colorado Boulder

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)

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