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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

    Advanced SPFx & Power Platform: SharePoint Mastery

    Skills you'll gain: Microsoft Power Automate/Flow, Power Platform Architecture & Technical Design, Microsoft Power Platform, Power Apps Component Framework, Microsoft 365, Microsoft Development Tools, Data Integration, Digital Transformation, React.js, Frontend Performance, Business Process Automation, Data Access, Performance Tuning, Automation, Process Optimization, Application Programming Interface (API), Data Transformation, Integration Testing, UI Components, Development Testing

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Building and Fine-Tuning LLM Applications

    Skills you'll gain: Retrieval-Augmented Generation, AI Workflows, Fine-tuning, Model Deployment, Applied Machine Learning, Application Deployment, API Testing, Model Optimization

    Advanced · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Illinois Urbana-Champaign

    Understanding the Healthcare Innovation Process II

    Skills you'll gain: Lean Six Sigma, Performance Improvement, Statistical Process Controls, Lean Methodologies, Operational Analysis, Process Improvement, Process Improvement and Optimization, Statistical Hypothesis Testing, Quality Improvement, Six Sigma Methodology, Operational Excellence, Business Process, Statistical Methods, Continuous Improvement Process, Innovation, Operations Management, Quality Control, Probability & Statistics, Patient-centered Care, Problem Solving

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Improving Diagnostic Accuracy with GenAI

    Skills you'll gain: Generative AI, Health Informatics, Generative AI Agents, Diagnostic Tests, Prompt Engineering, Responsible AI, Patient Evaluation, Data Ethics, Health Technology, Data Integration, AI Integrations, Medical Imaging, Healthcare Ethics, Agentic Workflows, LLM Application, Large Language Modeling, Agentic systems

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    Network Assurance, Security, and Automation

    Skills you'll gain: Network Troubleshooting, Network Monitoring, Network Security, Firewall, Ansible, Network Performance Management, Network Infrastructure, Network Protocols, Security Controls, Event Monitoring, Puppet (Configuration Management Tool), IT Automation, Chef (Configuration Management Tool), Real Time Data, JSON, Automation, Identity and Access Management, Restful API, Application Programming Interface (API)

    ★ 4.7 (6) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    AI Engineering and Deployment

    Skills you'll gain: Model Deployment, Tensorflow, Generative AI Agents, Recurrent Neural Networks (RNNs), BeeAI, Transfer Learning, Deep Learning, Convolutional Neural Networks, AI Orchestration, Artificial Neural Networks, Responsible AI, Agentic Workflows, Agentic systems, Data Ethics, Model Training, Scalability, Model Optimization, Applied Machine Learning

    Advanced · Course · 1 - 4 Weeks

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

    Coursera

    GenAI for Marketing Teams

    Skills you'll gain: Collaborative Software, Marketing Operations, Ideation, Innovation, Decision Intelligence, Marketing Management, Team Management, Team Building, Project Management, Team Oriented, Team Collaboration, Internal Communications, Cross-Functional Collaboration, Content Creation, Leadership Development, Communication Strategies

    ★ 4.8 (8) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Design and Optimize Basement Parking Layouts in AutoCAD

    Skills you'll gain: AutoCAD, Architectural Drawing, Architectural Design, Autodesk, Engineering Drawings, Computer-Aided Design, Building Design, Technical Drawing, Drafting and Engineering Design, Engineering Plans And Specifications, Architectural Engineering, Structural Engineering, Functional Design, Traffic Flow Optimization, Building Codes, Safety Assurance, Safety Standards

    ★ 5 (17) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    AI Prompts for SEO Growth

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Content Creation, Web Content, Generative AI, Content Optimization, Search Engine Marketing

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Fine-tuning Text Models with PEFT

    Skills you'll gain: Fine-tuning, Model Optimization, Model Training, Generative AI, Model Evaluation, Large Language Modeling, Version Control, Performance Tuning, Development Environment, Data Preprocessing, Natural Language Processing, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • S

    Siemens

    Dynamique des fluides numérique appliquée

    Skills you'll gain: Thermal Management, Finite Element Methods, Simulation and Simulation Software, Engineering Analysis, Mechanical Engineering, Scientific Visualization, Simulations, Numerical Analysis, Engineering Calculations, Mathematical Modeling, Model Optimization, Physics

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Pragmatic AI Labs

    Fine-Tuning Transformers with Hugging Face

    Skills you'll gain: Fine-tuning, CI/CD, Hugging Face, Continuous Deployment, Model Evaluation, Applied Machine Learning, Continuous Integration, Model Training, Transfer Learning, MLOps (Machine Learning Operations), Data Preprocessing, Model Deployment, Model Optimization, Data Pipelines, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
1…168169170…209

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

  • Advanced SPFx & Power Platform: SharePoint Mastery: Coursera
  • Building and Fine-Tuning LLM Applications: Packt
  • Understanding the Healthcare Innovation Process II: University of Illinois Urbana-Champaign
  • Improving Diagnostic Accuracy with GenAI: Coursera
  • Network Assurance, Security, and Automation: Packt
  • AI Engineering and Deployment: Packt
  • GenAI for Marketing Teams: Coursera
  • Design and Optimize Basement Parking Layouts in AutoCAD: EDUCBA
  • AI Prompts for SEO Growth: Coursera
  • Fine-tuning Text Models with PEFT: Coursera

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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