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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


  • G

    Google Cloud

    Google Cloud에서 생성형 AI 앱 만들기

    Skills you'll gain: Prompt Engineering, LLM Application, Google Gemini, Prompt Patterns, Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Google Cloud Platform, Embeddings, Model Optimization

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    프로덕션 머신러닝 시스템

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Model Training, Tensorflow, Google Cloud Platform, Model Optimization, Machine Learning Methods, Applied Machine Learning, Data Validation, Model Evaluation, Performance Tuning, Distributed Computing, Cloud Deployment, Hybrid Cloud Computing, Data Pipelines, Dependency Analysis

    Advanced · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    G

    Google Cloud

    AI Infrastructure: Cloud TPU

    Skills you'll gain: Model Optimization, Google Cloud Platform, AI Workflows, Performance Tuning, Model Training, Cloud Infrastructure, Interoperability, Scenario Testing, Computer Architecture

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    Professional Cloud Architect 여정 준비하기

    Skills you'll gain: Cloud Computing Architecture, Cloud Security, Solution Architecture, Cloud Solutions, Cloud Computing, Google Cloud Platform, Cloud Platforms, Cloud Infrastructure, Process Optimization, Configuration Management, Solution Delivery, Cloud Services, Solution Design, IT Infrastructure, Project Implementation, Infrastructure Architecture, Process Improvement and Optimization, Cloud Deployment, System Configuration, Test Planning

    Advanced · Course · 1 - 3 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, Financial Statement Analysis, Data Storytelling, Predictive Modeling, Financial Modeling, Data Presentation, Financial Statements, Marketing Analytics, Statistical Machine Learning, Predictive Analytics, Interactive Data Visualization, Data Preprocessing, Marketing Management, Marketing Operations, Transfer Learning, Random Forest Algorithm, Operations Research, Statistical Analysis, 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, Materials science, electromagnetics, Electronics Engineering, Electrical and Computer Engineering, Engineering, Scientific, and Technical Instruments, Image Quality

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • N

    Northeastern University

    Engineering Management Graduate Certificate

    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, Learning Management Systems, Process Analysis, 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: New
    New
    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, Data Integrity, Scalability, Embeddings, 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: New
    New
    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

  • Status: Preview
    Preview
    E

    EDUCBA

    Production & Operations: Apply, Analyze & Optimize

    Skills you'll gain: Manufacturing Operations, Production Management, Production Planning, Production Process, Operations Management, Production Schedule, Operations, Inventory Management, Business Operations, Inventory Control, Quality Control, Materials Management, Scheduling, Production Line, Inventory Management System, Inventory and Warehousing, Operational Efficiency, Lean Manufacturing, Quality Monitoring, Material Requirements Planning

    5
    Rating, 5 out of 5 stars
    ·
    21 reviews

    Mixed · Course · 1 - 3 Months

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

  • Google Cloud에서 생성형 AI 앱 만들기: Google Cloud
  • 프로덕션 머신러닝 시스템: Google Cloud
  • AI Infrastructure: Cloud TPU: Google Cloud
  • Professional Cloud Architect 여정 준비하기: Google Cloud
  • Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes
  • Semiconductor Photonics Graduate Certificate: University of Colorado Boulder
  • Engineering Management Graduate Certificate: Northeastern University
  • 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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