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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: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Customize Templates Fast

    Skills you'll gain: Technical Documentation, Document Management, Program Standards, Content Optimization, Consolidation, Content Management Systems, Process Improvement, Knowledge Transfer, Quality Assurance, Workflow Management, Continuous Improvement Process, Teamwork, Information Architecture, Branding, Gap Analysis, Design Strategies, Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Data Modeling in Power BI

    Skills you'll gain: Data Analysis Expressions (DAX), Data Modeling, Star Schema, Power BI, Model Optimization, Data Analysis, Time Series Analysis and Forecasting, Performance Tuning, Real Time Data, Data Visualization

    4.3
    Rating, 4.3 out of 5 stars
    ·
    829 reviews

    Beginner · Course · 1 - 4 Weeks

  • 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, Systems Analysis, Numerical Analysis, Image Analysis, System Design and Implementation, Graphical Tools, Human Factors, Medical Imaging, Applied Mathematics

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    378 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Preview
    Preview
    N

    Northeastern University

    Generative AI Part 1

    Skills you'll gain: Generative AI, Generative Model Architectures, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Large Language Modeling, Artificial Neural Networks, Deep Learning, Model Optimization, Bayesian Network, Machine Learning Methods, Natural Language Processing, Model Training, Probability & Statistics, Probability Distribution

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Modern Deep Learning Foundations

    Skills you'll gain: Model Deployment, Deep Learning, Model Optimization, Model Training, Convolutional Neural Networks, PyTorch (Machine Learning Library), Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Computer Vision, Recurrent Neural Networks (RNNs), Model Evaluation, Artificial Neural Networks, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

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

    SkillsBooster Academy

    Digital Marketing Basics

    Skills you'll gain: Digital Marketing, Target Audience, Data-Driven Marketing, Search Engine Optimization, Social Media Content, Email Marketing, Marketing Strategy and Techniques, Marketing Strategies, Social Media Strategy, Digital Brand Strategy, Social Media Marketing, Marketing Analytics, Customer Engagement, Marketing, Digital Marketing Tools, Web Analytics and SEO, Business Marketing, Web Analytics, Business Development, Business

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Google SEO Capstone Project

    Skills you'll gain: Keyword Research, Content Optimization, Competitive Analysis, Search Engine Optimization, Web Analytics and SEO, Client Services, Presentations, Sales Presentations, Content Strategy, Gap Analysis, Prioritization

    4.7
    Rating, 4.7 out of 5 stars
    ·
    494 reviews

    Intermediate · Course · 1 - 4 Weeks

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

    Packt

    Architecting Power BI Solutions in Microsoft Fabric

    Skills you'll gain: Capacity Management, Data Loss Prevention, Power Platform Architecture & Technical Design, Power BI, Data Analysis Expressions (DAX), Resource Management, Solution Architecture, Data Security, Azure DevOps, Data Architecture, Microsoft Power Platform, Azure DevOps Pipelines, Microsoft Teams, Microsoft Copilot, Model Optimization, Microsoft Azure, Business Intelligence Software, AI Integrations, AI Security, Data Science

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Secure & Scalable API Development with .NET

    Skills you'll gain: Scalability, Role-Based Access Control (RBAC), Authentications, Load Balancing, Microsoft Copilot, C# (Programming Language), ASP.NET, Secure Coding, Data Security, Performance Tuning, Encryption, Back-End Web Development, .NET Framework, API Design, Restful API, Application Security, Application Development, Multi-Factor Authentication, Process Optimization, Debugging

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    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
    Rating, 4.4 out of 5 stars
    ·
    1K reviews

    Intermediate · Course · 1 - 3 Months

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

    Packt

    LLMs in Enterprise

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Model Deployment, Responsible AI, Large Language Modeling, Fine-tuning, MLOps (Machine Learning Operations), Multimodal Prompts, Prompt Patterns, Enterprise Application Management, Application Deployment, Model Optimization, AI Workflows, Model Evaluation, Data Management, Model Training, Generative AI, Embeddings, API Design

    Intermediate · Specialization · 3 - 6 Months

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

    Packt

    Cutting-Edge Topics in Deep Reinforcement Learning

    Skills you'll gain: Reinforcement Learning, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Model Optimization, Fine-tuning, Agentic systems, Artificial Neural Networks, Machine Learning, Model Training, Machine Learning Algorithms, Data Analysis

    Advanced · Course · 1 - 3 Months

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

  • Customize Templates Fast: Coursera
  • Data Modeling in Power BI: Microsoft
  • Optical Engineering: University of Colorado Boulder
  • Generative AI Part 1: Northeastern University
  • Modern Deep Learning Foundations: Packt
  • Digital Marketing Basics: SkillsBooster Academy
  • Google SEO Capstone Project: University of California, Davis
  • Architecting Power BI Solutions in Microsoft Fabric: Packt
  • Microsoft Secure & Scalable API Development with .NET: Microsoft
  • Deep Learning with Keras and Tensorflow: 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)

Other topics to explore

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