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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

    Automate Cloud Costs & Governance

    Skills you'll gain: Cloud Management, Compliance Management, Infrastructure as Code (IaC), Terraform, Multi-Tenant Cloud Environments, Cloud Security, Cost Control, Automation, Amazon Web Services, Governance, Compliance Auditing, Cost Management, Scripting, Data-Driven Decision-Making, Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Strategic AI Governance

    Skills you'll gain: Responsible AI, Threat Modeling, MLOps (Machine Learning Operations), Security Testing, Secure Coding, Cost Management, Data Ethics, Data Governance, Experimentation, Prompt Engineering, Application Security, CI/CD, Automation, Financial Forecasting, Compliance Management, Governance, Technical Documentation, Vulnerability Assessments, Risk Management, Stakeholder Communications

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Measure and Monitor Brand Presence Online

    Skills you'll gain: Marketing Automation, Lead Generation, Customer Relationship Management (CRM) Software, Brand Awareness, Sales Pipelines, Web Analytics, Customer Acquisition Management, Marketing Operations, Marketing Effectiveness, Social Media, Branding, Performance Analysis, Social Media Management, Brand Management, Business Metrics, Data Capture, Market Research

    Beginner · Course · 1 - 4 Weeks

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    Vanderbilt University

    Generative AI for Educators & Teachers

    Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, Ideation, Verification And Validation, Creative Problem-Solving, AI Enablement, Expense Reports, Responsible AI, AI Personalization, Image Analysis, Creativity, LLM Application, Innovation, Brainstorming, Game Design, Expense Management, Organizational Skills, Artificial Intelligence, Lesson Planning

    4.8
    Rating, 4.8 out of 5 stars
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    2K reviews

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Automate & Secure LLM Deployments

    Skills you'll gain: LLM Application, CI/CD, Amazon CloudWatch, Infrastructure as Code (IaC), Cloud Deployment, DevSecOps, Enterprise Security, DevOps, Docker (Software), Cloud Management, System Monitoring, Performance Testing

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Optimize, Evaluate, and Forecast Your Cloud Spend

    Skills you'll gain: Cost Management, Financial Management, Resource Allocation, Resource Utilization, Cost Estimation, Predictive Modeling, Forecasting, Capacity Management, Operating Cost, Financial Modeling, Data-Driven Decision-Making, Cost Benefit Analysis, Gap Analysis, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Optimize Your Marketing Pipeline with AI

    Skills you'll gain: Sales Management, Growth Strategies, Marketing Strategies, Performance Measurement

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Google Analytics: Quick Wins and Hacks for Marketers

    Skills you'll gain: Google Analytics, Marketing Analytics, Web Analytics, Marketing Effectiveness, Campaign Management, Digital Marketing, Target Audience, Customer Insights, Analytics, Performance Analysis, A/B Testing, Dashboard, Performance Metric, Content Strategy

    Beginner · Course · 1 - 4 Weeks

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    Northwestern University

    Fundamentals of Digital Image and Video Processing

    Skills you'll gain: Digital Signal Processing, Image Analysis, Computer Vision, Visualization (Computer Graphics), Matlab, Mathematical Modeling, Color Theory, Applied Mathematics

    4.6
    Rating, 4.6 out of 5 stars
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    1.8K reviews

    Mixed · Course · 1 - 3 Months

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    Edureka

    Optimizing and Deploying LLM Systems

    Skills you'll gain: LangChain, LLM Application, Prompt Engineering, Model Deployment, Large Language Modeling, OpenAI API, Application Programming Interface (API), Application Deployment, Retrieval-Augmented Generation, LangGraph, OpenAI, Containerization, CI/CD, Continuous Deployment, Postman API Platform, Artificial Intelligence, Continuous Integration, Amazon Web Services, Authentications, Performance Analysis

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Reactive Patterns with RxJS and Angular Signals

    Skills you'll gain: Angular, Application Design, Software Architecture, Software Design Patterns, Frontend Performance, JavaScript Frameworks, TypeScript, Scripting Languages, UI Components, Javascript, Application Performance Management, Data Sharing, Real Time Data

    Beginner · Course · 3 - 6 Months

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    Coursera

    Agentic AI Content for Practitioners (Teams: Data)

    Skills you'll gain: AI Workflows, Agentic systems, AI Orchestration, AI Enablement, Advanced Analytics, Data Processing, Enterprise Architecture, Automation, Data Transformation, Artificial Intelligence, Continuous Improvement Process, Data Quality, Application Deployment, Scalability, Performance Tuning, Business Metrics, Software Design Patterns

    Intermediate · Course · 1 - 4 Weeks

Searches related to optimization

optimization for decision making
optimization of sql query tuning and performance
optimization with next.js: build a product portfolio website
search engine optimization and content marketing
discrete optimization
generative engine optimization (geo)
ai for design and optimization
seo optimization
1…141516…94

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

  • Automate Cloud Costs & Governance: Coursera
  • Strategic AI Governance: Coursera
  • Measure and Monitor Brand Presence Online: Coursera
  • Generative AI for Educators & Teachers: Vanderbilt University
  • Automate & Secure LLM Deployments: Coursera
  • Optimize, Evaluate, and Forecast Your Cloud Spend: Coursera
  • Optimize Your Marketing Pipeline with AI: Coursera
  • Google Analytics: Quick Wins and Hacks for Marketers: Board Infinity
  • Fundamentals of Digital Image and Video Processing: Northwestern University
  • Optimizing and Deploying LLM Systems: Edureka

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)

Other topics to explore

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425 courses
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Math and Logic
70 courses
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