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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
    C

    Coursera

    Optimize, Evaluate, and Forecast Your Cloud Spend

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

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Codio

    SQL for Security Specialist

    Skills you'll gain: PostgreSQL, Data Maintenance, Database Administration, Database Architecture and Administration, SQL, Disaster Recovery, Secure Coding, Database Management, Relational Databases, Database Management Systems, Query Languages, Security Controls, Data Access, Data Security, Role-Based Access Control (RBAC), Threat Management, Threat Detection

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Ansible From Basics to Guru: Unit 3

    Skills you'll gain: Ansible, Red Hat Enterprise Linux, Automation, IT Automation, Configuration Management, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GA Goal Tracking & Setup

    Skills you'll gain: Conversion Funnel Analysis, Marketing Effectiveness, Marketing Analytics, Google Analytics, Web Analytics, Digital Marketing Campaigns, Verification And Validation, Goal Setting, Web Analytics and SEO, Performance Metric, Transaction Processing, System Testing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    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

  • Status: New
    New
    Status: Free Trial
    Free Trial
    J

    John Wiley & Sons

    The Secrets of AI Value Creation

    Skills you'll gain: Responsible AI, AI Enablement, Decision Intelligence, AI Product Strategy, Data Strategy, Data-Driven Decision-Making, Strategic Decision-Making, Digital Transformation, Data Management, Technology Strategies, Strategic Leadership, Strategic Thinking, Business Transformation, Business Strategy, Cloud Services, Project Management, Data Governance, Artificial Intelligence, Business, Business Process Improvement

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Hospital Nursing Operations and Staffing Management

    Skills you'll gain: Nursing Management, Nursing Administration, Bed Management, Patient Flow, Nursing and Patient Care, Nursing, Nursing Care, Health Care Administration, Nursing Practices, Care Coordination, Health Care, Progressive Care Unit, Direct Patient Care, Healthcare Industry Knowledge

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    AI CERTs

    Blockchain Foundations & Smart Contracts

    Skills you'll gain: Web Development Tools, Security Testing, Application Security, Test Tools, Unit Testing, Software Testing, Development Testing, Software Development, Cryptographic Protocols, Web Development, Cryptography, Data Integrity

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Vibe Coding Bootcamp

    Skills you'll gain: Web Development Tools, Vibe coding, Application Programming Interface (API), AI powered creativity, Git (Version Control System), Application Development, GitHub, AI Integrations, Version Control, Application Deployment, Software As A Service, Full-Stack Web Development, Web Design and Development, Web Development, Generative AI, Application Design, Web Applications, User Interface (UI), Authentications, Payment Systems

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Entity Framework Core - A Full Tour

    Skills you'll gain: Stored Procedure, Object-Relational Mapping, SQL, Database Management, Relational Databases, .NET Framework, Query Languages, Databases, ASP.NET, Data Modeling, C# (Programming Language), Performance Tuning, Data Migration, Microsoft Visual Studio, Development Environment

    Intermediate · Course · 1 - 3 Months

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

    Pragmatic AI Labs

    Deterministic LLM programming

    Skills you'll gain: Retrieval-Augmented Generation, Amazon Bedrock, LLM Application, AWS SageMaker, Token Optimization, Large Language Modeling, Amazon Web Services, No-Code Development, Prompt Engineering, Vibe coding, Generative AI, AI Orchestration, Model Deployment, MLOps (Machine Learning Operations), Generative AI Agents, Package and Software Management, Model Training, Rust (Programming Language), Model Optimization, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    W

    Whizlabs

    Generative AI for Azure Cloud Engineers

    Skills you'll gain: Responsible AI, Retrieval-Augmented Generation, Generative AI, Generative AI Agents, Microsoft Copilot, Generative Model Architectures, Microsoft Azure, OpenAI API, Fine-tuning, Model Optimization, Prompt Engineering, AI Security, OpenAI, Model Deployment, Microsoft Power Platform, LLM Application, AI Integrations

    Intermediate · Course · 1 - 4 Weeks

1…798081…207

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

  • Optimize, Evaluate, and Forecast Your Cloud Spend: Coursera
  • SQL for Security Specialist: Codio
  • Ansible From Basics to Guru: Unit 3: Pearson
  • GA Goal Tracking & Setup: Coursera
  • Choose Optimal Data Structures for ML: Coursera
  • The Secrets of AI Value Creation: John Wiley & Sons
  • Hospital Nursing Operations and Staffing Management: EDUCBA
  • Blockchain Foundations & Smart Contracts: AI CERTs
  • Vibe Coding Bootcamp: Packt
  • Entity Framework Core - A Full Tour: 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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