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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
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    Google Cloud

    Mendeploy dan Menskalakan Model AI dengan Cloud Run

    Skills you'll gain: Google Cloud Platform, Model Deployment, Model Optimization, Serverless Computing, Cloud Deployment, Generative AI, Cloud Applications, AI Integrations, Data Integration, Data Storage Technologies, Applied Machine Learning, Scalability

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
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    Google Cloud

    Implantação e escalonamento de modelos de IA com o Cloud Run

    Skills you'll gain: Model Optimization, Model Deployment, Cloud Deployment, Google Cloud Platform, Serverless Computing, Generative AI, Application Deployment, AI Integrations, Containerization, Machine Learning Methods

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
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    Google Cloud

    Infrastruktur AI: Pengantar AI Hypercomputer

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Hardware Architecture, Computer Architecture, Model Deployment, Infrastructure Architecture, Cloud Deployment, AI Workflows, Model Training, AI literacy, Model Optimization, Artificial Intelligence, Computer Hardware, Systems Architecture, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
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    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

  • 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

  • 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

  • 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

  • Mendeploy dan Menskalakan Model AI dengan Cloud Run: Google Cloud
  • Implantação e escalonamento de modelos de IA com o Cloud Run: Google Cloud
  • Infrastruktur AI: Pengantar AI Hypercomputer: Google Cloud
  • AI 基礎架構:網路技術: Google Cloud
  • Instructional Design MasterTrack® Certificate: University of Illinois at Urbana-Champaign
  • 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
  • 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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