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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


  • J

    Johns Hopkins University

    Business Analytics with Excel: Elementary to Advanced

    Skills you'll gain: Risk Modeling, Operations Research, Regression Analysis, Microsoft Excel, Business Analytics, Risk Analysis, Business Modeling, Data Modeling, Financial Modeling, Business Analysis, Risk Management, Resource Allocation, Statistical Analysis, Decision Intelligence, Mathematical Modeling, Process Optimization, Statistical Methods, Spreadsheet Software, Predictive Analytics, Transportation Operations

    ★ 4.8 (4.1K) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Test Email Variations

    Skills you'll gain: Data-Driven Marketing, Email Marketing, Data-Driven Decision-Making, Marketing Analytics, Content Optimization, Content Performance Analysis, Campaign Management, Campaign Planning, Email Automation, Test Tools, Analysis, Test Planning, Statistics, Test Data, Statistical Hypothesis Testing, Target Audience, Performance Metric

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • P

    Packt

    Deploying, Evaluating, and Scaling Production AI Systems

    Skills you'll gain: Model Deployment, LangChain, LangGraph, Agentic Workflows, AI Security, AI Orchestration, Generative AI, LLM Application, OpenAI, Agentic systems, AI Workflows, Application Deployment, Cloud Deployment, Generative AI Agents, Model Optimization, Token Optimization, Performance Tuning, MLOps (Machine Learning Operations), Model Context Protocol, Python Programming

    Advanced · Course · 1 - 4 Weeks

    Category: 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

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

    Whizlabs

    AWS: Finance & Compliance

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, AWS CloudFormation, Identity and Access Management, Infrastructure as Code (IaC), Cloud Management, Amazon Web Services, Cloud Security, Compliance Management, Cost Management, System Monitoring, Continuous Monitoring, Compliance Auditing

    Beginner · Course · 1 - 4 Weeks

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

    Columbia University

    Financial Engineering and Risk Management

    Skills you'll gain: Portfolio Management, Derivatives, Financial Market, Securities (Finance), Investment Management, Portfolio Risk, Asset Management, Credit Risk, Mortgage Loans, Mathematical Modeling, Investments, Applied Mathematics, Risk Modeling, Estimation, Capital Markets, Futures Exchange, Financial Modeling, Regression Analysis, Market Liquidity, Statistical Methods

    ★ 4.6 (430) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Turning Ideas into Sustainable Results

    Skills you'll gain: Operational Excellence, Plan Execution, Process Optimization, Process Improvement and Optimization, Organizational Change, Performance Improvement, Operational Efficiency, Follow Through, Process Improvement, Change Management, Program Implementation, Performance Measurement, Strategic Prioritization, Matrix Management, Workflow Management, Continuous Improvement Process, Prioritization, Program Evaluation, Performance Metric, Cross-Functional Collaboration

    Intermediate · Course · 1 - 4 Weeks

    Category: 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

    Category: New
    New
    Status: Free Trial
    Free Trial
  • I

    IBM

    SEO Mastery: From Fundamentals to GenAI and GEO Strategies

    Skills you'll gain: Generative Engine Optimization (GEO), Prompt Engineering, Web Analytics and SEO, Search Engine Optimization, Search Engine Marketing, Generative AI, Marketing Strategy and Techniques, Blogs, Digital Marketing, Content Marketing, Content Creation, Web Content, Semantic Web, Keyword Research, Content Strategy, Growth Strategies, Artificial Intelligence, Web Analytics, Competitive Analysis, Performance Measurement

    ★ 4.8 (81) · Intermediate · Specialization · 1 - 3 Months

    Category: Hot New Release
    Hot New Release
  • I

    IBM

    Introduction to Neural Networks and PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Applied Machine Learning, Regression Analysis, Tensorflow, Supervised Learning, Deep Learning, Predictive Modeling, Machine Learning, Statistical Methods, Data Processing, Probability & Statistics

    ★ 4.4 (1.9K) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Facebook Content Creator Pro

    Skills you'll gain: Content Performance Analysis, Video Production, Content Scheduling, Meta Ads Manager, Writing, Social Media Analytics, Canva (Software), Facebook, Content Creation, Storytelling, Data-Driven Marketing, Copywriting, Online Advertising, Videography, Persona Development, Photography, Marketing Analytics, Social Media, Content Strategy, ChatGPT

    ★ 4.6 (1.8K) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • J

    John Wiley & Sons

    Machine Learning: Real-World Applications

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Data Ethics, Image Analysis, AI Personalization, Model Training, Convolutional Neural Networks, Model Optimization, Machine Learning, Applied Machine Learning, Feature Engineering, Machine Learning Methods, Computer Vision, Supervised Learning, Data Preprocessing, Program Evaluation, Unsupervised Learning, Python Programming, Data Science, Algorithms

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
1…181920…209

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

  • Business Analytics with Excel: Elementary to Advanced: Johns Hopkins University
  • Test Email Variations: Coursera
  • Deploying, Evaluating, and Scaling Production AI Systems: Packt
  • Deep Reinforcement Learning: From Theory to Practice: University of Colorado Boulder
  • AWS: Finance & Compliance: Whizlabs
  • Financial Engineering and Risk Management: Columbia University
  • Turning Ideas into Sustainable Results: Microsoft
  • GTM Planning and Campaign Execution: Coursera
  • SEO Mastery: From Fundamentals to GenAI and GEO Strategies: IBM
  • Introduction to Neural Networks and PyTorch: IBM

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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