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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: New
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    Status: Free Trial
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    B

    Board Infinity

    Model Serving Systems: Containers, APIs & Scalability

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Docker (Software), Containerization, Application Deployment, Restful API, API Design, Scalability, Application Programming Interface (API), Data Validation, Software Versioning, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    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: New
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    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
    I

    IBM

    Generative AI Advanced Fine-Tuning for LLMs

    Skills you'll gain: Fine-tuning, Generative AI, Reinforcement Learning, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Model Optimization, Model Training, Model Evaluation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    133 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    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: Free Trial
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    U

    University of California, Irvine

    Leverage Data Science for a More Agile Supply Chain

    Skills you'll gain: Supply Chain Planning, Demand Planning, Customer Demand Planning, Inventory Control, Inventory Management, Supply Chain Management, Supply Chain, Capacity Planning, Inventory and Warehousing, Materials Management, Process Optimization, Resource Utilization, Forecasting, Operations Management, Material Requirements Planning, Resource Planning, Resource Allocation, Capacity Management, Microsoft Excel, Performance Measurement

    4.5
    Rating, 4.5 out of 5 stars
    ·
    582 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
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    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
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    N

    Northeastern University

    Generative AI Part 2

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Large Language Modeling, Autoencoders, Model Evaluation, Embeddings, Model Optimization, Natural Language Processing, Model Training, Bayesian Statistics, Statistical Methods, Sampling (Statistics), Probability Distribution

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    E

    EDUCBA

    Corporate Finance Strategies & Valuation Mastery

    Skills you'll gain: Working Capital, Corporate Finance, Financial Management, Portfolio Management, Financial Analysis, Cash Flows, Business Valuation, Portfolio Risk, Investment Management, Cash Flow Forecasting, Equities, Risk Analysis, Inventory Control, Accounts Receivable, Risk Management, Investments, Business Strategies, Securities (Finance), Financial Policy

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    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: 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
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    494 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Preview
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    J

    John Wiley & Sons

    Generative AI for Trading and Asset Management

    Skills you'll gain: Generative AI, Generative Adversarial Networks (GANs), Generative Model Architectures, Large Language Modeling, Financial Trading, Applied Machine Learning, Financial Market, Asset Management, Machine Learning Methods, Autoencoders, LLM Application, Machine Learning, Model Optimization, Deep Learning, Dimensionality Reduction, AI Workflows, Artificial Intelligence, Unsupervised Learning, Financial Analysis, Risk Management

    Intermediate · Course · 1 - 3 Months

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

  • Model Serving Systems: Containers, APIs & Scalability: Board Infinity
  • Microsoft Secure & Scalable API Development with .NET: Microsoft
  • Customize Templates Fast: Coursera
  • Generative AI Advanced Fine-Tuning for LLMs: IBM
  • Optical Engineering: University of Colorado Boulder
  • Leverage Data Science for a More Agile Supply Chain: University of California, Irvine
  • Modern Deep Learning Foundations: Packt
  • Generative AI Part 2: Northeastern University
  • Corporate Finance Strategies & Valuation Mastery: EDUCBA
  • Generative AI Part 1: Northeastern 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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