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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: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Validating and Safeguarding Production AI

    Skills you'll gain: Anomaly Detection, MLOps (Machine Learning Operations), AI Security, Software Engineering, Model Training, DevOps, Software Quality Assurance, Maintainability, CI/CD, Model Deployment, Performance Tuning, Security Testing, Responsible AI, Model Evaluation, Secure Coding, Continuous Monitoring, Model Optimization, Sampling (Statistics), Unsupervised Learning, Python Programming

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Facebook Analytics: Optimize Performance

    Skills you'll gain: Social Media Analytics, Facebook, Data-Driven Marketing, Content Performance Analysis, Digital Analysis, Social Media Content, Marketing Analytics, Social Media Marketing, Data-Driven Decision-Making, Content Optimization, Social Media Management, Social Media Strategy, Driving engagement, Trend Analysis, Content Strategy, Performance Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    A

    AI CERTs

    AI For Healthcare Leaders

    Skills you'll gain: AI Enablement, Governance, Strategic Leadership, Operational Excellence, Operational Efficiency, Business Leadership, Health Administration, Workforce Planning, Artificial Intelligence and Machine Learning (AI/ML), Operational Analysis, Service Management, Workforce Management, Service Improvement, Generative AI, Case Studies, Medical Billing

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Rust Programming and Real-World Applications

    Skills you'll gain: Memory Management, Web Development, Performance Testing, System Programming

    Intermediate · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    Packt

    Architecting Power BI Solutions in Microsoft Fabric

    Skills you'll gain: Capacity Management, Data Loss Prevention, Power BI, Data Analysis Expressions (DAX), Solution Architecture, Data Security, Azure DevOps, Data Architecture, Azure DevOps Pipelines, Microsoft Teams, Microsoft Copilot, Microsoft 365, Data Governance, Model Optimization, Microsoft Azure, Data Modeling, Business Intelligence Software, AI Integrations, AI Security, Data Science

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Data Structures Using Python - An Introduction

    Skills you'll gain: Data Structures, Graph Theory, Network Model, Python Programming, Data Manipulation, Memory Management, Algorithms, Debugging

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Advanced Unix System Programming and Performance

    Skills you'll gain: Unix Shell, Unix Commands, Unix, Shell Script, Command-Line Interface, Remote Access Systems, Scripting, Systems Administration, Operating System Administration, File I/O, IT Automation, User Accounts, System Monitoring, Operating Systems, File Management, User Provisioning, File Systems, OS Process Management, Authorization (Computing), Role-Based Access Control (RBAC)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    61 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Elasticsearch: Build, Query & Optimize with ELK

    Skills you'll gain: Real Time Data, Kibana, Query Languages, Data Modeling, Distributed Computing, SQL, NoSQL, Application Programming Interface (API), Scalability, Performance Tuning, System Configuration, Geospatial Information and Technology, Document Management

    5
    Rating, 5 out of 5 stars
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    18 reviews

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    Decoding Large Language Models

    Skills you'll gain: Large Language Modeling, LLM Application, Fine-tuning, Model Deployment, Model Training, Transfer Learning, Generative Model Architectures, Prompt Engineering, Model Optimization, Generative AI, AI Integrations, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), AI Security, Responsible AI, Scalability, Machine Learning

    Advanced · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Edureka

    Neural Networks and Computer Vision Foundations

    Skills you'll gain: Computer Vision, Image Analysis, Model Evaluation, Convolutional Neural Networks, Model Optimization, Artificial Neural Networks, Model Training, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Applied Machine Learning, Transfer Learning, Machine Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, NumPy, Python Programming, Matplotlib, Data Visualization, Data Science

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Blender to Unreal Engine 5 The Complete Beginners Guide

    Skills you'll gain: 3D Modeling, 3D Assets, Unreal Engine, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Animation and Game Design, Graphical Tools, Model Optimization, Virtual Environment, Data Import/Export, Image Quality, Animations, Editing, Video Game Development, Post-Production, Fine-tuning, Performance Tuning, Debugging

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Complete ASP.NET Core and Entity Framework Development

    Skills you'll gain: Cloud Deployment, Database Application, Cloud Hosting, Object-Relational Mapping, Database Management Systems, Full-Stack Web Development, Database Software, Application Design, Development Environment, Software Design, Microsoft Visual Studio, User Interface (UI), Application Frameworks, Identity and Access Management, Microsoft Development Tools, UI Components, Application Development, Configuration Management, Authorization (Computing), Maintainability

    Intermediate · Specialization · 3 - 6 Months

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

  • Validating and Safeguarding Production AI: Coursera
  • Facebook Analytics: Optimize Performance: Coursera
  • AI For Healthcare Leaders: AI CERTs
  • Advanced Rust Programming and Real-World Applications: Packt
  • Architecting Power BI Solutions in Microsoft Fabric: Packt
  • Data Structures Using Python - An Introduction: Packt
  • Advanced Unix System Programming and Performance: EDUCBA
  • Elasticsearch: Build, Query & Optimize with ELK: EDUCBA
  • Decoding Large Language Models: Packt
  • Neural Networks and Computer Vision Foundations: 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)

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