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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


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    Microsoft

    Indexing, Performance Optimization & Functions in SQL Server

    Skills you'll gain: Stored Procedure, Microsoft SQL Servers, Transact-SQL, Performance Tuning, Database Management, SQL, Database Design, Microsoft Copilot, System Monitoring, Debugging

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

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    Birla Institute of Technology & Science, Pilani

    MIPS Computer Architecture and Performance Optimization

    Skills you'll gain: Computer Architecture, Hardware Architecture, Computer Systems, Hardware Design, Computer Engineering, System Programming, File Systems, Algorithms, Cloud Platforms

    Intermediate · Course · 1 - 3 Months

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    Whizlabs

    AWS: Model Training , Optimization & Deployment

    Skills you'll gain: Model Deployment, Cloud Deployment, Amazon Elastic Compute Cloud, Model Evaluation, Continuous Deployment, Continuous Integration, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Introduction to Generative Engine Optimization (GEO)

    Skills you'll gain: Google Gemini, Content Performance Analysis, Generative AI, Prompt Engineering, ChatGPT, Search Engine Optimization, Responsible AI, Performance Measurement, Web Analytics and SEO, Keyword Research, Content Creation, AI Personalization, Lead Generation, Metadata Management, Content Strategy

    Beginner · Course · 1 - 3 Months

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    Edureka

    Generative Engine Optimization (GEO) Business Applications

    Skills you'll gain: Content Marketing, Digital Media Strategy, AI Personalization, Marketing Analytics, Customer Insights, Market Intelligence, Ethical Standards And Conduct

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Optimize SQL and Vector Search Parameters

    Skills you'll gain: Performance Testing, Vector Databases, Performance Tuning, Query Languages, SQL, Application Performance Management, Benchmarking, System Monitoring, Secure Coding

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Microsoft

    Data Processing and Optimization with Generative AI

    Skills you'll gain: Data Ethics, Generative AI, Microsoft Copilot, Data Quality, Responsible AI, Generative Adversarial Networks (GANs), Data Preprocessing, Data Cleansing, Data Processing, Data Synthesis, Data Transformation, Feature Engineering, Data Validation, Information Privacy

    3.6
    Rating, 3.6 out of 5 stars
    ·
    28 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Optimizing Enterprise Testing with Functionize

    Skills you'll gain: AI Orchestration, Testability, Jenkins, Integration Testing, Test Engineering, Azure DevOps, AI Enablement, Continuous Deployment

    Advanced · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Optimize Agentic AI: Algorithms for Peak Performance

    Skills you'll gain: Proposal Writing, Performance Tuning, Agentic systems, Computational Thinking, Performance Analysis, Computational Logic

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Advanced Scheduling and Project Optimization in Primavera P6

    Skills you'll gain: Scheduling, Project Schedules, Project Controls, Timelines, Project Management Software, Work Breakdown Structure, Management Reporting, Performance Reporting, Process Improvement and Optimization, Configuration Management, Dashboard, Resource Management, System Configuration

    4.5
    Rating, 4.5 out of 5 stars
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    17 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    Simplilearn

    Search Engine Optimization

    Skills you'll gain: Search Engine Optimization, Web Analytics and SEO, Google Ads, Google Analytics, Keyword Research, Digital Marketing, Information Architecture, Content Strategy, Content Creation, User Experience

    4
    Rating, 4 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Coursera

    GenAI for Azure: AI-Powered Cloud Optimization Strategies

    Skills you'll gain: Microsoft Copilot, Generative AI, Cloud Management, Data Ethics, Microsoft Azure, Responsible AI, Cloud Computing Architecture, OpenAI, Business Process Automation, Cloud Security, Cloud Deployment, Scalability, Azure DevOps, AI Workflows, DevOps, Automation, Artificial Intelligence, Anomaly Detection

    Intermediate · Course · 1 - 4 Weeks

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

  • Indexing, Performance Optimization & Functions in SQL Server: Microsoft
  • MIPS Computer Architecture and Performance Optimization: Birla Institute of Technology & Science, Pilani
  • AWS: Model Training , Optimization & Deployment: Whizlabs
  • Introduction to Generative Engine Optimization (GEO): Edureka
  • Generative Engine Optimization (GEO) Business Applications: Edureka
  • Optimize SQL and Vector Search Parameters: Coursera
  • Data Processing and Optimization with Generative AI: Microsoft
  • Optimizing Enterprise Testing with Functionize: Coursera
  • Optimize Agentic AI: Algorithms for Peak Performance: Coursera
  • Advanced Scheduling and Project Optimization in Primavera P6: Packt

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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