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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


  • K

    Kennesaw State University

    The Improve Phase for the 6 σ Black Belt

    Skills you'll gain: Lean Methodologies, Lean Six Sigma, Six Sigma Methodology, Performance Measurement, Quality Improvement, Process Improvement, Process Improvement and Optimization, Performance Metric, Lean Manufacturing, Kaizen Methodology, Continuous Improvement Process, Operational Efficiency, Kanban Principles, Statistical Methods, Analysis, Statistical Analysis

    ★ 4.6 (43) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • L

    L&T EduTech

    Planning of Metro Rail Systems

    Skills you'll gain: Construction Engineering, Civil Engineering, Building Services Engineering, Electrical Systems, Public Works, Electric Power Systems, Transportation Operations, Building Information Modeling, Construction Management, Engineering Practices, Traffic Flow Optimization, Structural Engineering, Contract Management, Quality Assurance, Planning, Emerging Technologies, Safety Standards

    ★ 4.5 (19) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Build a Lean Workflow with Kanban Frameworks in Miro

    Skills you'll gain: Kanban Principles, Agile Methodology, Lean Methodologies, Workflow Management, Process Development, Agile Project Management, Business Process, Business Process Management, Process Mapping, Process Optimization, Collaborative Software, Service Design

    ★ 4.5 (19) · Intermediate · Guided Project · Less Than 2 Hours

  • S

    STARWEAVER

    How to Build an Enterprise AI Strategy

    Skills you'll gain: Responsible AI, Organizational Change, AI Enablement, Operational Efficiency, Technology Roadmaps, Change Management, Decision Intelligence, Innovation, Digital Transformation, Artificial Intelligence, Technology Strategies, Data Ethics, Strategic Leadership, Business Leadership, Organizational Strategy, Business Transformation, AI Integrations, Business Strategy, Strategic Thinking, Leadership

    ★ 3.4 (12) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    Edureka

    Getting Started with Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), LLM Application, Fine-tuning, Large Language Modeling, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Embeddings, Data Preprocessing, AI Personalization, Deep Learning, Open Source Technology, Data Processing, Machine Learning, Data Cleansing, Data Visualization, Database Systems

    ★ 3.8 (8) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • J

    Johns Hopkins University

    Sustainable Transportation Networks and Streetscapes

    Skills you'll gain: Traffic Flow Optimization, Stormwater Management, Public Works, Landscape Architecture, Civil Engineering, Sustainable Development, Water Sustainability, Health Equity, Architectural Design, Land Development, Hydrology, Water Resources, Sustainable Design, Community Development, Community Health, Environment

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

    Status: Free Trial
    Free Trial
  • P

    Packt

    Kanban for Software Project Management

    Skills you'll gain: Kanban Principles, Workflow Management, Agile Software Development, Agile Project Management, Project Estimation, Agile Methodology, Estimation, Process Optimization, Backlogs, Agile Product Development, User Story, Process Improvement, Resource Utilization

    ★ 4 (7) · Beginner · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Pretraining LLMs

    Skills you'll gain: Large Language Modeling, Model Evaluation, Model Training, Hugging Face, Data Preprocessing, Fine-tuning, Model Optimization, Transfer Learning, Generative AI

    ★ 4.5 (22) · Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • T

    Technical University of Munich (TUM)

    Lean Production Fundamentals

    Skills you'll gain: Process Mapping, Lean Manufacturing, Process Analysis, Production Process, Process Design, Lean Methodologies, Process Management, Process Flow Diagrams, Process Optimization, Production Management, Workflow Management, Production Planning, Process Improvement, Manufacturing Operations, Resource Utilization, Capacity Management, Waste Minimization

    ★ 4.9 (10) · Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • A

    Amazon Web Services

    AWS Networking Basics v01.01.00s

    Skills you'll gain: Network Routing, Routing Protocols, Network Troubleshooting, Virtual Networking, Network Performance Management, Network Monitoring, General Networking, Amazon Web Services, Network Planning And Design, Wide Area Networks, Network Architecture, Capacity Management, Performance Tuning

    ★ 4.4 (106) · Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • 2

    28DIGITAL

    Advanced Recommender Systems

    Skills you'll gain: AI Personalization, Applied Machine Learning, Dimensionality Reduction, Machine Learning Methods, Machine Learning Algorithms, Feature Engineering, Model Optimization, Model Training, Machine Learning, Model Evaluation, Algorithms, Context Management

    ★ 3.8 (23) · Intermediate · Course · 1 - 3 Months

  • U

    Universidad Austral

    Introducción al Aprendizaje Profundo

    Skills you'll gain: Supervised Learning, Deep Learning, Machine Learning Methods, Artificial Neural Networks, Applied Machine Learning, Model Optimization, Logistic Regression, Classification Algorithms, Model Training, Regression Analysis

    ★ 4.3 (7) · Beginner · Course · 1 - 4 Weeks

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

  • The Improve Phase for the 6 σ Black Belt: Kennesaw State University
  • Planning of Metro Rail Systems: L&T EduTech
  • Build a Lean Workflow with Kanban Frameworks in Miro: Coursera
  • How to Build an Enterprise AI Strategy: STARWEAVER
  • Getting Started with Generative AI: Edureka
  • Sustainable Transportation Networks and Streetscapes: Johns Hopkins University
  • Kanban for Software Project Management: Packt
  • Pretraining LLMs: DeepLearning.AI
  • Lean Production Fundamentals: Technical University of Munich (TUM)
  • AWS Networking Basics v01.01.00s: Amazon Web Services

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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