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  2. 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


  • N

    Northeastern University

    Industrial Optimization: Models & Linear Programming

    Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Software, Linear Algebra, Mathematical Modeling, Algorithms, Model Optimization

    4.9 stars, 8 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Category: Build toward a degree
    Build toward a degree
  • J

    John Wiley & Sons

    Advanced SQL Applications and Performance Optimization

    Skills you'll gain: SQL, Relational Databases, Database Design, Database Application, Data Integrity, Database Architecture and Administration, Database Development, Database Management, Query Languages, Data Store, Performance Tuning, Data Modeling, Extensible Markup Language (XML), Extensible Languages and XML, Data Access, Application Design, Data Mapping, Performance Management, Network Troubleshooting

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • C

    Coursera

    AI Optimization & Experimental Methods

    Skills you'll gain: Advanced Analytics, Generative AI, Analytics, Simulations, Analytical Skills, Risk Analysis, Return On Investment, Machine Learning, Data Science, Model Training, Model Evaluation, Statistical Methods, Decision Making, Reinforcement Learning, Business Strategy, Statistics

    Advanced · Course · 3 - 6 Months

  • C

    Corporate Finance Institute

    Portfolio Optimization with Python - Case Study

    Skills you'll gain: Data Visualization, Portfolio Management, Portfolio Risk, Market Data, Investment Management, Decision Making, Performance Measurement, Performance Analysis, Financial Analysis, Pandas (Python Package), Investments, Equities, Simulations, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • E

    EDUCBA

    Operational Research for Decision Optimization

    Skills you'll gain: Operations Research, Operational Efficiency, Operations, Scheduling, Resource Allocation, Project Schedules, Analytical Skills, Resource Planning, Timelines, Logistics, Project Estimation, Decision Making, Mathematical Modeling, Network Analysis, Finance, Research

    5 stars, 13 reviews, Mixed, Course, 1 - 3 Months

    ★ 5 (13) · Mixed · Course · 1 - 3 Months

    Category: New
    New
  • A

    Amazon Web Services

    Optimization, Quality, and Operational Excellence

    Skills you'll gain: Business Operations, Operational Excellence, Process Mapping, Operational Analysis, Quality Control, Process Capability, Operational Efficiency, Quality Assurance and Control, Kaizen Methodology, Lean Six Sigma, Process Improvement and Optimization, Quality Management, Process Analysis, Process Optimization, Quality Improvement, Operational Risk, Lean Methodologies, Process Improvement, Supply Chain, Cross-Functional Collaboration

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • J

    Johns Hopkins University

    Advanced Business Analytics: Excel Optimization & Simulation

    Skills you'll gain: Resource Allocation, Simulation and Simulation Software, Microsoft Excel, Business Analytics, Data-Driven Decision-Making, Analytics, Risk Analysis, Business Modeling, Model Optimization

    4.9 stars, 54 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (54) · Mixed · Course · 1 - 3 Months

  • M

    Microsoft

    Model Optimization, Inference & End-to-End Engineering

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Optimization, Model Training, Deep Learning, Generative AI, PyTorch (Machine Learning Library), Application Deployment, Cloud Deployment, Hugging Face, Model Evaluation, AI Workflows, Microsoft Azure, Performance Testing, Software Documentation, Containerization, Cloud Computing, Machine Learning, Computer Science, Data Science

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • T

    The Skill Valley

    Data Management, Governance & Optimization

    Skills you'll gain: Data Quality, Data Security, Apache Airflow, Star Schema, Data Pipelines, Threat Detection, Enterprise Security, Data Governance, Data Management, Data Cleansing, Snowflake Schema, SQL, Security Controls, Reliability, Metadata Management, Disaster Recovery, Governance, Quality Control, Encryption, Resilience

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
  • G

    Google Cloud

    BigQuery: Data Ingestion, Modeling, and Query Optimization

    Skills you'll gain: Google Gemini, Data Warehousing, SQL, Gemini, Data Import/Export, Data Integration, Extract, Transform, Load, Data Transformation, Performance Tuning, Data Analysis, Database Management, Google Cloud Platform, Database Administration, Query Languages, Google Analytics, Data Visualization Software, Data Pipelines, Data Manipulation, Data Processing, Exploratory Data Analysis

    4.4 stars, 222 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (222) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
  • A

    Amazon Web Services

    AWS Dev - Performance Optimization

    Skills you'll gain: DevOps, Amazon CloudWatch, Amazon Web Services, Cloud Infrastructure, Cloud Engineering, Application Programming Interface (API), Cloud Development, Restful API, Software Development, Cloud-Native Computing, Software Development Life Cycle, Cloud Applications, Amazon DynamoDB, Application Development, Software Engineering, Cloud Computing, Command-Line Interface, Web Services, Back-End Web Development, Python Programming

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • T

    The Skill Valley

    SQL Query Optimization and Data Warehousing

    Skills you'll gain: Star Schema, Snowflake Schema, Database Management, SQL, Data Warehousing, Performance Tuning, Data Architecture, Database Design, Data Modeling, Analytics, Process Optimization, Warehousing, Warehouse Management, Data Processing, Hardware Architecture, Statistics, Performance Management, Machine Learning

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
1234…209

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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