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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

    Optimize Campaigns: Boost Your AI Visibility

    Skills you'll gain: Cross-Channel Marketing, Return On Investment, Marketing Budgets, Campaign Management, Marketing Channel, Data Presentation, Google Ads, Advertising Campaigns, Marketing Effectiveness, Performance marketing, Performance Analysis, Data-Driven Decision-Making, Budget Management, Lead Generation

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    RAG Systems in Practice

    Skills you'll gain: Retrieval-Augmented Generation, Model Deployment, LangChain, Performance Tuning, Generative AI, LangGraph, Embeddings, Text Mining, Prompt Engineering, Large Language Modeling, Vector Databases, Data Preprocessing, Scalability, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Java Concepts Through a Real-World Case Study

    Skills you'll gain: JUnit, Software Documentation, Application Design, Software Testing, Performance Tuning, Data Persistence

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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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

    4.8
    Rating, 4.8 out of 5 stars
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    4.3K reviews

    Beginner · Course · 1 - 3 Months

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    University of Pennsylvania

    Fintech: Foundations & Applications of Financial Technology

    Skills you'll gain: FinTech, Portfolio Management, Consumer Lending, Return On Investment, Blockchain, Cryptography, Credit/Debit Card Processing, Digital Assets, Financial Services, Payment Processing, Investments, Lending and Underwriting, Investment Management, Technology Strategies, Emerging Technologies, Risk Analysis, Portfolio Risk, Fundraising and Crowdsourcing, Market Analysis, Fraud detection

    4.6
    Rating, 4.6 out of 5 stars
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    3.8K reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Analyze and Build Deep Learning Models with TensorFlow

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Microsoft Power BI Developer and Architect

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

    Intermediate · Professional Certificate · 3 - 6 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

    Agentic AI Development & Security

    Skills you'll gain: AI Security, Threat Modeling, Open Web Application Security Project (OWASP), Security Testing, Retrieval-Augmented Generation, Software Architecture, API Design, Test Automation, Vulnerability Management, Agentic systems, Systems Design, Model Evaluation, Test Driven Development (TDD), CI/CD, Python Programming, Continuous Deployment, Dependency Analysis, Large Language Modeling, Machine Learning, Performance Analysis

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    EDUCBA

    Apply Apache Cassandra Fundamentals for Scalable Databases

    Skills you'll gain: Query Languages, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Vibe Coding with Windsurf – No Code Web Design

    Skills you'll gain: Vibe coding, Web Development Tools, Application Development, Software Installation, GitHub

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Machine Learning and AI Applications in Healthcare

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Responsible AI, Power BI, Microsoft Azure, Image Analysis, Data Visualization Software, Machine Learning, Medical Imaging, Predictive Analytics, Azure Synapse Analytics, Model Evaluation, Health Informatics, Artificial Intelligence, Applied Machine Learning, Data Preprocessing, Computer Vision, Feature Engineering

    Intermediate · Course · 1 - 4 Weeks

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1…181920…99

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

  • Optimize Campaigns: Boost Your AI Visibility: Coursera
  • RAG Systems in Practice: Edureka
  • Apply Java Concepts Through a Real-World Case Study: EDUCBA
  • Excel/VBA for Creative Problem Solving, Part 1: University of Colorado Boulder
  • Fintech: Foundations & Applications of Financial Technology: University of Pennsylvania
  • Analyze and Build Deep Learning Models with TensorFlow: EDUCBA
  • Microsoft Power BI Developer and Architect: Microsoft
  • Design of Special Utility Systems: L&T EduTech
  • Agentic AI Development & Security: Coursera
  • Apply Apache Cassandra Fundamentals for Scalable Databases: EDUCBA

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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