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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
    G

    Google Cloud

    Cloud Run で AI モデルをデプロイしてスケールする

    Skills you'll gain: Google Cloud Platform, Model Deployment, Serverless Computing, Cloud Deployment, Generative AI, AI Integrations, Application Deployment, Model Optimization, Cloud Storage, Containerization, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    Infraestructura de IA: técnicas de redes

    Skills you'll gain: Google Cloud Platform, Generative AI, Cloud Infrastructure, Scalability, Data Infrastructure, Identity and Access Management, Data Import/Export, Distributed Computing, Network Infrastructure, Network Planning And Design, Token Optimization, Model Training, Data Migration, Network Architecture, Network Performance Management, System Configuration

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Design and Build Scalable iOS Applications

    Skills you'll gain: Apple iOS, iOS Development, Model View Controller, Software Architecture, Maintainability, Application Design, Mobile Development, Software Design, Software Design Patterns, UI Components, Application Frameworks, Scalability, Frontend Integration, Application Development, Frontend Performance, Test Data, Model Optimization, Performance Tuning, Data Modeling, Business Logic

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    AI 基礎架構:網路技術

    Skills you'll gain: Google Cloud Platform, Identity and Access Management, Cloud Infrastructure, Generative AI, Token Optimization, Network Infrastructure, Network Architecture, Data Import/Export, AI Workflows, Network Performance Management, Network Planning And Design, Multi-Cloud, Load Balancing, Model Training

    Intermediate · Course · 1 - 3 Months

  • N

    Northeastern University

    Engineering Management Graduate Certificate

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • U

    Universidad de los Andes

    Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®

    Skills you'll gain: Social Network Analysis, Network Analysis, Data Storytelling, Predictive Modeling, Data Presentation, Marketing Analytics, Statistical Machine Learning, Predictive Analytics, Financial Data, Interactive Data Visualization, Data Preprocessing, Marketing Management, Marketing Operations, Transfer Learning, Analytics, Financial Statement Analysis, Data Cleansing, Random Forest Algorithm, Operations Research, Model Optimization

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    University of Colorado Boulder

    Semiconductor Photonics Graduate Certificate

    Skills you'll gain: Semiconductors, Power Electronics, Display Devices, Control Systems, Computer Displays, Systems Design, Technical Design, Model Optimization, Electronic Systems, Electronics, Electrical Engineering, USB, Electrical Power, Electronic Components, Electrical Systems, Materials science, electromagnetics, Electronics Engineering, Electrical and Computer Engineering, Image Quality

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • U

    University of Illinois at Urbana-Champaign

    Instructional Design MasterTrack® Certificate

    Skills you'll gain: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Process Improvement, Supply Chain Planning, Change Control, Process Improvement and Optimization, Supply Chain Management, Education Software and Technology, Instructional and Curriculum Design, Instructional Design, Continuous Quality Improvement (CQI), Learning Management Systems, Training Programs, Augmented and Virtual Reality (AR/VR), Digital pedagogy, Training and Development, Management Training And Development, Virtual Reality

    Credit offered

    Mastertrack · 6 - 12 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Optimize AI: Plan, Evaluate, and Learn

    Skills you'll gain: Risk Management, Risk Analysis, Risk Management Framework, Decision Making, Model Training, Continuous Deployment, Strategic Decision-Making, Operational Analysis, Release Management, Project Planning, Predictive Modeling, A/B Testing, Business Priorities, Algorithms, Experimentation, Applied Machine Learning, Advanced Analytics, Procedure Development, Product Planning, Product Development

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Optimize and Migrate Vectors

    Skills you'll gain: Vector Databases, Performance Tuning, Data Migration, Data Infrastructure, Infrastructure Architecture, IT Infrastructure, Enterprise Application Management, Data Integrity, Scalability, Data Import/Export, Data Engineering, Operational Databases, Database Management, Database Architecture and Administration, MLOps (Machine Learning Operations), Scripting, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Secure, Optimize and Evaluate AI Integrations

    Skills you'll gain: AI Integrations, Webhook Security, Security Architecture Review, Performance Stress Testing, Performance Testing, IT Security Architecture, Security Requirements Analysis, Application Security, Cloud Standards, Vulnerability Management

    Intermediate · Course · 1 - 4 Weeks

  • 2

    28DIGITAL

    I/O-efficient algorithms

    Skills you'll gain: File I/O, Data Structures, Theoretical Computer Science, Algorithms, Memory Management, Graph Theory, Data Access, Performance Tuning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    60 reviews

    Advanced · Course · 1 - 3 Months

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

  • Cloud Run で AI モデルをデプロイしてスケールする: Google Cloud
  • Infraestructura de IA: técnicas de redes: Google Cloud
  • Design and Build Scalable iOS Applications: EDUCBA
  • AI 基礎架構:網路技術: Google Cloud
  • Engineering Management Graduate Certificate: Northeastern University
  • Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes
  • Semiconductor Photonics Graduate Certificate: University of Colorado Boulder
  • Instructional Design MasterTrack® Certificate: University of Illinois at Urbana-Champaign
  • Optimize AI: Plan, Evaluate, and Learn: Coursera
  • Optimize and Migrate Vectors: Coursera

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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