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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


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    Coursera

    Noise, Vibration & Harshness (NVH) Testing

    Skills you'll gain: Vibrations, Test Engineering, Product Testing, Performance Testing, Human Factors, Engineering Analysis, Digital Signal Processing, Laboratory Testing, Scientific Visualization, Data Integration, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Android Game Development in Unity

    Skills you'll gain: User Interface (UI), System Implementation

    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    Business Analytics with Excel

    Skills you'll gain: Risk Modeling, Operations Research, Regression Analysis, Resource Allocation, Excel Macros, Business Analytics, Decision Making, Risk Analysis, Simulation and Simulation Software, Business Process Modeling, Microsoft Excel, Strategic Decision-Making, Data Modeling, Business Modeling, Analysis, Data-Driven Decision-Making, Excel Formulas, Business, Spreadsheet Software, Data Analysis

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    4.1K reviews

    Beginner · Specialization · 3 - 6 Months

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    Microsoft

    Advanced C++ Programming and Modern Practices

    Skills you'll gain: C++ (Programming Language), Software Documentation, System Programming, Technical Documentation, Application Development, Maintainability, Data Structures, Generative AI, Application Performance Management, Algorithms, Scalability

    Beginner · Course · 1 - 3 Months

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    Microsoft

    Microsoft Power BI Developer and Architect

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Data Modeling, Interactive Data Visualization, Database Design, Business Reporting, Azure Synapse Analytics, Business Intelligence, Data Lakes, Microsoft Azure, Data Management, Data Governance, Performance Analysis, Analytics, Solution Architecture, Enterprise Architecture, Automation, Governance, Enterprise Security, Regulation and Legal Compliance

    Intermediate · Professional Certificate · 3 - 6 Months

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    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving, Part 1

    Skills you'll gain: Excel Macros, Programming Principles, Visual Basic (Programming Language), Computer Programming, Spreadsheet Software, Problem Solving, Automation, Algorithms, Debugging, Data Management, Data Cleansing

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    4.3K reviews

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Build & Optimize React Native Product Listing Apps

    Skills you'll gain: Application Design, User Interface and User Experience (UI/UX) Design, Software Design, Application Development, Front-End Web Development, Performance Tuning, Software Design Patterns, Real Time Data, API Design, Application Performance Management

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    ML Production Systems

    Skills you'll gain: Unit Testing, Test Driven Development (TDD), Software Testing, Scalability, Dashboard, MLOps (Machine Learning Operations), Testability, Kubernetes, Version Control, Model Deployment, Performance Tuning, Software Engineering, PyTorch (Machine Learning Library), Tensorflow, CI/CD, Containerization, Docker (Software), Scikit Learn (Machine Learning Library), Git (Version Control System), Python Programming

    Intermediate · Specialization · 1 - 3 Months

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    Packt

    Advanced Algorithms and Problem-Solving Techniques

    Skills you'll gain: Data Structures, Algorithms, Computational Thinking, Programming Principles, Computer Programming, Computer Science

    Advanced · Course · 1 - 3 Months

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    L&T EduTech

    Design of Special Utility Systems

    Skills you'll gain: Environmental Regulations, Reliability, Industrial Design, Plant Operations and Management

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Fix Data Bottlenecks: Optimize Spark Performance

    Skills you'll gain: Apache Spark, Distributed Computing, PySpark, Data Pipelines, Performance Tuning, Scalability, Debugging, Performance Analysis, Data Processing

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Build a Java JDBC Inventory Management System

    Skills you'll gain: Database Development, Performance Tuning, Systems Development, System Monitoring, System Requirements, Business Reporting, Verification And Validation

    Beginner · Course · 1 - 4 Weeks

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

  • Noise, Vibration & Harshness (NVH) Testing: Coursera
  • Advanced Android Game Development in Unity: Packt
  • Business Analytics with Excel: Johns Hopkins University
  • Advanced C++ Programming and Modern Practices: Microsoft
  • Microsoft Power BI Developer and Architect: Microsoft
  • Excel/VBA for Creative Problem Solving, Part 1: University of Colorado Boulder
  • Build & Optimize React Native Product Listing Apps: EDUCBA
  • ML Production Systems: Coursera
  • Advanced Algorithms and Problem-Solving Techniques: Packt
  • Design of Special Utility Systems: L&T EduTech

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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