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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


  • Status: Free Trial
    Free Trial
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    Coursera

    Choose Optimal Data Structures for ML

    Skills you'll gain: Data Structures, Feature Engineering, MLOps (Machine Learning Operations), Java Programming, Java, Performance Tuning, Data Processing, Applied Machine Learning, System Monitoring, Scalability, Performance Analysis, Memory Management, Benchmarking, Graph Theory, Program Implementation

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Microsoft Sentinel Advanced Course - Secure Azure Like a Pro

    Skills you'll gain: Microsoft Azure, Infrastructure as Code (IaC), Azure DevOps Pipelines, Azure DevOps, Cloud Deployment, IT Automation, Continuous Integration, Security Information and Event Management (SIEM), Package and Software Management, Software Configuration Management, Application Deployment, Windows PowerShell, GitHub, Git (Version Control System), Data Management

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    RAG Systems and Production Operations

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Data Migration, Performance Tuning, Generative AI Agents, Agentic systems, Generative AI, Model Deployment, AI Security, Containerization, Model Optimization, Large Language Modeling, Embeddings, Role-Based Access Control (RBAC), System Monitoring

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Optimizing Spark and Cloud Data Storage for Analytics

    Skills you'll gain: Cloud Security, Apache Spark, Transaction Processing, Cloud Infrastructure, Data Lakes, PySpark, Data Security, Security Controls, Performance Tuning, Cloud Computing, Cloud Computing Architecture, Cloud Storage, Data Storage Technologies, Data Storage, Cloud Deployment, Data Warehousing, Data Management, Infrastructure Architecture, Data Integrity, Infrastructure as Code (IaC)

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    N

    Northeastern University

    Generative AI Part 2

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Large Language Modeling, Autoencoders, Deep Learning, Model Evaluation, Embeddings, Model Optimization, Natural Language Processing, Model Training, Statistical Methods, Sampling (Statistics), Probability Distribution

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Deploying and Scaling iOS Applications

    Skills you'll gain: Apple iOS, Apple Xcode, iOS Development, Core Data (Software), Secure Coding, Application Deployment, Scalability, Swift Programming, Apple software proficiency, Back-End Web Development, Performance Tuning, Application Security, Debugging, Knowledge of Apple Software, Build Tools, Application Performance Management, Application Programming Interface (API), Encryption, JSON, Memory Management

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Design for Impact: A Guide to Product Experimentation

    Skills you'll gain: Experience Design, User Experience Design, UI/UX Research, Usability Testing, User Research, UI/UX Strategy, Design and Product, A/B Testing, Design Research, Prioritization, Strategic Prioritization, Usability, Resource Allocation, Product Improvement, Process Design, Conversion Funnel Analysis, Product Testing, Creative Design, Statistical Hypothesis Testing, Business Strategy

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    W

    Whizlabs

    AWS Core+ Business focus for Team Managers

    Skills you'll gain: Amazon Bedrock, Amazon DynamoDB, AWS Identity and Access Management (IAM), Retrieval-Augmented Generation, Generative AI, Responsible AI, Generative AI Agents, Amazon CloudWatch, Cloud Deployment, AI Personalization, Cloud Infrastructure, Cloud Management, Apache Hadoop, Cloud Platforms, Cloud Engineering, Cloud Applications, Cloud Storage, AI powered creativity, AI Integrations, AI Security

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Email Metrics, Reporting & Campaign Strategy

    Skills you'll gain: Key Performance Indicators (KPIs), Dashboard, Stakeholder Communications, Data Storytelling, Microsoft Outlook, Dashboard Creation, Performance Measurement, Email Marketing, Google Analytics, Business Intelligence, Data-Driven Marketing, Stakeholder Management, Stakeholder Engagement, Content Performance Analysis, Performance Metric, Performance Reporting, A/B Testing, Campaign Management, Strategic Planning, Data Visualization

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Packt

    The Complete React 19 Developer Course (incl. Next.js 16)

    Skills you'll gain: React.js, React Redux, Frontend Performance, Full-Stack Web Development, Unit Testing, Front-End Web Development, Event-Driven Programming, Performance Tuning, Frontend Integration, Context Management, Javascript, Code Reusability, Web Frameworks, JavaScript Frameworks, Software Testing, Server Side, Web Applications, UI Components, Software Design Patterns, Cascading Style Sheets (CSS)

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Backend Web Development with TypeScript

    Skills you'll gain: Node.JS, Role-Based Access Control (RBAC), TypeScript, Authentications, Server Side, Jest (JavaScript Testing Framework), Web Frameworks, Back-End Web Development, Authorization (Computing), MongoDB, Object-Relational Mapping, Web Development Tools, Web Applications, Identity and Access Management, Unit Testing, Test Script Development, Web Development, Database Management, Application Programming Interface (API), Javascript and jQuery

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Deploying, Evaluating, and Scaling Production AI Systems

    Skills you'll gain: Model Deployment, LangChain, LangGraph, Agentic Workflows, AI Security, AI Orchestration, Generative AI, LLM Application, OpenAI, Agentic systems, AI Workflows, Application Deployment, Cloud Deployment, Generative AI Agents, Model Optimization, Token Optimization, Performance Tuning, MLOps (Machine Learning Operations), Model Context Protocol, Python Programming

    Advanced · Course · 1 - 4 Weeks

1…828384…213

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

  • Choose Optimal Data Structures for ML: Coursera
  • Microsoft Sentinel Advanced Course - Secure Azure Like a Pro: Packt
  • RAG Systems and Production Operations: Coursera
  • Optimizing Spark and Cloud Data Storage for Analytics: Coursera
  • Generative AI Part 2: Northeastern University
  • Deploying and Scaling iOS Applications: Board Infinity
  • Design for Impact: A Guide to Product Experimentation: Packt
  • AWS Core+ Business focus for Team Managers: Whizlabs
  • Email Metrics, Reporting & Campaign Strategy: Coursera
  • The Complete React 19 Developer Course (incl. Next.js 16): 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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