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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


  • C

    Coursera

    Optimize Query Performance for Data Success

    Skills you'll gain: System Monitoring, Performance Tuning, Query Languages, Service Level, Database Management, SQL, Scalability

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • U

    University of Washington

    Machine Learning: Regression

    Skills you'll gain: Regression Analysis, Model Evaluation, Predictive Modeling, Supervised Learning, Statistical Machine Learning, Statistical Modeling, Model Training, Applied Machine Learning, Machine Learning Algorithms, Machine Learning Methods, Feature Engineering, Machine Learning, Data Preprocessing, Model Optimization, Statistical Methods

    ★ 4.8 (5.6K) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • M

    Microsoft

    Microsoft Python Development

    Skills you'll gain: Web Scraping, Data Structures, Git (Version Control System), Generative AI, Test Script Development, Version Control, Matplotlib, Devops Tools, Plotly, DevOps, Agile Methodology, Web Development, Data Ethics, Flask (Web Framework), Data Visualization, Scripting, GitHub, Data Analysis, Automation, Cloud Computing

    ★ 4.4 (677) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Automate Stakeholder Updates

    Skills you'll gain: Stakeholder Communications, Stakeholder Management, Slack (Software), Stakeholder Engagement, Communication Planning, Project Management Software, Content Performance Analysis, Driving engagement, Communication Strategies, Workflow Management, Automation, AI Integrations

    Beginner · Course · 1 - 4 Weeks

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

    Coursera

    Introduction to Grafana Mimir for Scalable Metrics

    Skills you'll gain: Prometheus (Software), Kubernetes, Grafana, Scalability, Capacity Management, System Monitoring, Cloud-Native Computing, Performance Tuning, Memory Management, Dashboard Creation, Query Languages, Distributed Computing, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
    Category: Credit offered
    Credit offered
  • U

    University of California San Diego

    Advanced Algorithms and Complexity

    Skills you'll gain: Algorithms, Network Routing, Graph Theory, Theoretical Computer Science, Network Analysis, Computer Science, Big Data, Python Programming, Model Optimization

    ★ 4.6 (701) · Advanced · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • P

    Packt

    Learning Cloud Architecture - From Ideas to Practical Design

    Skills you'll gain: Cloud Computing Architecture, Cloud Applications, Software Architecture, Solution Architecture, Cloud Computing, Systems Design, Scalability, Cloud Infrastructure, System Design and Implementation, Distributed Computing, Web Applications, Cloud Security, Live Streaming, Cloud Storage, Functional Requirement, Amazon Web Services, Requirements Analysis, Real Time Data, Algorithms, Data Storage

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
    Category: Credit offered
    Credit offered
  • P

    Packt

    Vibe Coding Bootcamp

    Skills you'll gain: Web Development Tools, Vibe coding, Application Programming Interface (API), Git (Version Control System), Application Development, GitHub, AI Integrations, Version Control, Application Deployment, API Design, Software As A Service, Full-Stack Web Development, Web Design and Development, Web Development, Generative AI, Application Design, Web Applications, User Interface (UI), Authentications, Data Storage

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Decode Engagement Peaks

    Skills you'll gain: Email Marketing, Data-Driven Marketing, Marketing Analytics, Microsoft Excel, Statistical Reporting, Driving engagement, Trend Analysis, Target Audience, Data-Driven Decision-Making, Customer Engagement, Drive Engagement

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • 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 (423) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • I

    IBM

    Deep Learning with Keras and Tensorflow

    Skills you'll gain: Keras (Neural Network Library), Convolutional Neural Networks, Reinforcement Learning, Deep Learning, Model Optimization, Autoencoders, Generative AI, Unsupervised Learning, Tensorflow, Generative Adversarial Networks (GANs), Generative Model Architectures, Transfer Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Time Series Analysis and Forecasting

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

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Normalize Relational Databases for Peak Performance

    Skills you'll gain: Relational Databases, Database Architecture and Administration, Database Systems, Database Development, Dependency Analysis

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
1…242526…184

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

  • Optimize Query Performance for Data Success: Coursera
  • Machine Learning: Regression: University of Washington
  • Microsoft Python Development: Microsoft
  • Automate Stakeholder Updates: Coursera
  • Introduction to Grafana Mimir for Scalable Metrics: Coursera
  • Advanced Algorithms and Complexity: University of California San Diego
  • Learning Cloud Architecture - From Ideas to Practical Design: Packt
  • Vibe Coding Bootcamp: Packt
  • Decode Engagement Peaks: Coursera
  • Financial Engineering and Risk Management: Columbia University

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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