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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


  • U

    University of Colorado Boulder

    Battery State-of-Charge (SOC) Estimation

    Skills you'll gain: Estimation, Model Evaluation, Mathematical Software, Simulation and Simulation Software, Model Optimization, Numerical Analysis, Mathematical Modeling, Performance Tuning, Applied Mathematics

    4.7 stars, 254 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (254) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SkillUp

    Business Analysis: Process Modeling & Requirements Gathering

    Skills you'll gain: Business Analysis, Business Analysis Tools, Business Process Modeling, Process Optimization, Requirements Management, Business Systems Analysis, Business Requirements, Process Modeling, Process Improvement and Optimization, Process Analysis, Data Modeling, Stakeholder Analysis, Requirements Elicitation, Agile Methodology, Requirements Analysis, Stakeholder Management, Business Process, Process Improvement, User Story, Stakeholder Engagement

    4.6 stars, 72 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (72) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • É

    École normale supérieure

    Statistical Mechanics: Algorithms and Computations

    Skills you'll gain: Sampling (Statistics), Mathematical Software, Physics, Simulations, Numerical Analysis, Markov Model, Mechanics, Simulation and Simulation Software, Algorithms, Programming Principles, Applied Mathematics, Integral Calculus, Model Optimization, Program Development

    4.8 stars, 274 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (274) · Mixed · Course · 1 - 3 Months

    Category: Free
    Free
  • D

    DeepLearning.AI

    PyTorch: Fundamentals

    Skills you'll gain: Convolutional Neural Networks, Data Quality, Data Manipulation, Image Analysis, Data Pipelines, Dataflow, Applied Machine Learning, Data Preprocessing, Model Training, Model Optimization, AI Workflows, Model Evaluation, Machine Learning

    4.8 stars, 105 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Managing AI Projects: From Strategy to Delivery

    Skills you'll gain: Responsible AI, AI Product Strategy, Stakeholder Engagement, Stakeholder Management, Team Performance Management, Project Management, Project Risk Management, Human Capital, Data Ethics, Workforce Management, Risk Mitigation, Project Management Life Cycle, Agile Methodology, Risk Analysis, Artificial Intelligence, Team Management, Team Building, Scalability, Diversity Training, Budget Management

    4.5 stars, 49 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (49) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • W

    Whizlabs

    Exam Prep PL-400: Microsoft Power Platform Developer Assoc.

    Skills you'll gain: Microsoft Power Automate/Flow, Microsoft Power Platform, Data Analysis Expressions (DAX), Power Apps Component Framework, Power BI, Microsoft Azure, Dashboard, Dashboard Creation, Business Workflow Analysis, Process Analysis, Microsoft Copilot, AI Workflows, Business Process Automation, Workflow Management, Process Optimization, Automation, Microsoft Visual Studio, Restful API, Application Lifecycle Management, JSON

    2.8 stars, 23 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 2.8 (23) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SAP

    Business Process Modeling and Analysis

    Skills you'll gain: SAP Signavio, Business Process Modeling, Process Modeling, Performance Measurement, Process Analysis, Process Design, Business Process, Process Mapping, Performance Metric, Process Improvement, Gap Analysis, Process Improvement and Optimization, Performance Analysis, Process Flow Diagrams, SAP Analytics Cloud, Business Workflow Analysis, Process Optimization, Dashboard, Data Visualization, Root Cause Analysis

    4.7 stars, 30 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (30) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SkillUp

    Overview: Six Sigma and the Organization

    Skills you'll gain: Six Sigma Methodology, Lean Methodologies, Lean Six Sigma, Operational Excellence, Process Improvement, Stakeholder Engagement, Stakeholder Management, Quality Improvement, Business Process Management, Process Improvement and Optimization, Quality Management, Organizational Strategy, Continuous Improvement Process, Process Analysis, Data Analysis

    4.6 stars, 57 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (57) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Google Cloud AI Infrastructure

    Skills you'll gain: Model Deployment, Google Cloud Platform, Cloud Deployment, Cloud Infrastructure, AI Integrations, Hardware Architecture, Model Optimization, Infrastructure Architecture, AI Workflows, Cloud Computing Architecture, Computer Hardware, Computer Architecture, MLOps (Machine Learning Operations), Model Training, Cloud Platforms, Computing Platforms, Performance Tuning, Interoperability, Artificial Intelligence, Product Demonstration

    4.4 stars, 27 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.4 (27) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Dartmouth College

    Data Analytics for Digital Transformation

    Skills you'll gain: Digital Transformation, Predictive Modeling, Customer experience strategy (CX), Analytics, Predictive Analytics, Simulations, Simulation and Simulation Software, Advanced Analytics, Business Transformation, Scikit Learn (Machine Learning Library), Model Evaluation, Data-Driven Decision-Making, Operations Research, Internet Of Things, Model Training, Ethical Standards And Conduct, Cloud Computing, Data Ethics, Business Analytics, Process Optimization

    4.8 stars, 36 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (36) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Sensors for a Carbon Free World

    Skills you'll gain: Electrical Power, Power Electronics, Electrical Systems, Electrical Equipment, Torque (Physics), Electronic Components, Electric Power Systems, Basic Electrical Systems, Electrical Engineering, Semiconductors, Engineering, Scientific, and Technical Instruments, Mechanical Engineering, Machine Controls, Electronic Systems, Three-Phase, Plant Operations and Management, Electronics, Engineering Calculations, Energy and Utilities, Thermal Management

    4.4 stars, 98 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.4 (98) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Open Generative AI: Build with Open Models and Tools

    Skills you'll gain: Generative AI Agents, Model Context Protocol, Retrieval-Augmented Generation, Generative Model Architectures, Fine-tuning, Model Deployment, Responsible AI, Load Balancing, Large Language Modeling, Containerization, AI Security, Docker (Software), Model Optimization, Generative AI, Model Evaluation, Agentic systems, LangChain, Restful API, Data Ethics, Image Quality

    4.3 stars, 6 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.3 (6) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular optimization courses

  • Battery State-of-Charge (SOC) Estimation: University of Colorado Boulder
  • Business Analysis: Process Modeling & Requirements Gathering: SkillUp
  • Statistical Mechanics: Algorithms and Computations: École normale supérieure
  • PyTorch: Fundamentals: DeepLearning.AI
  • Managing AI Projects: From Strategy to Delivery: Johns Hopkins University
  • Exam Prep PL-400: Microsoft Power Platform Developer Assoc.: Whizlabs
  • Business Process Modeling and Analysis: SAP
  • Overview: Six Sigma and the Organization: SkillUp
  • Google Cloud AI Infrastructure: Google Cloud
  • Data Analytics for Digital Transformation: Dartmouth College

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Image Processing (10)
Linear Algebra (10)
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