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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

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Bahasa Indonesia

    Skills you'll gain: Model Evaluation, Generative AI, Model Optimization, MLOps (Machine Learning Operations), Google Cloud Platform, Continuous Monitoring, Machine Learning Methods, AI Security

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    프로덕션 머신러닝 시스템

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

    Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    Google Cloud에서 생성형 AI를 사용한 웹사이트 현대화

    Skills you'll gain: Generative AI, Generative Engine Optimization (GEO), AI powered creativity, Web Content, Google Cloud Platform, Prompt Engineering, User Experience Design, Content Management

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    Mendeploy dan Menskalakan Model AI dengan Cloud Run

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

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning in the Enterprise - Italiano

    Skills you'll gain: MLOps (Machine Learning Operations), Model Optimization, Google Cloud Platform, Model Training, Data Management, Data Governance, Metadata Management, Model Deployment, AI Workflows, Data Pipelines, Business Workflow Analysis, AI Orchestration, Predictive Modeling, Machine Learning, Model Evaluation, Data Transformation

    Intermediate · Course · 1 - 3 Months

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

    Coursera

    Recover Carts with Email

    Skills you'll gain: Email Marketing, Email Automation, Marketing Automation, Content Performance Analysis, Campaign Management, A/B Testing, Data-Driven Marketing, Data-Driven Decision-Making, Case Studies, Performance Analysis, Email Security, Marketing Analytics, Performance Metric, E-Commerce, Automation, Product Improvement, Disaster Recovery, Process Improvement and Optimization, Recruitment, Security Awareness

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    Infraestrutura de IA: introdução ao Hipercomputador de IA

    Skills you'll gain: Model Deployment, Google Cloud Platform, Cloud Infrastructure, Cloud Deployment, Infrastructure Architecture, Cloud Computing Architecture, Performance Tuning, Model Optimization, Model Training, Hardware Architecture, AI Workflows, Computer Architecture, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Systems Architecture

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    Moderniser des sites Web à l'aide de l'IA générative sur Google Cloud

    Skills you'll gain: Generative Engine Optimization (GEO), Generative AI, Web Content, AI literacy, Prompt Engineering, Information Architecture, Google Cloud Platform, User Experience, Content Management

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    Infraestrutura de IA: Cloud GPUs

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Hardware Architecture, AI Workflows, Cloud Computing, Model Optimization, Microarchitecture, Computer Architecture, Model Training, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    AI Infrastructure: AI Hypercomputer の概要

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

    Intermediate · Course · 1 - 4 Weeks

  • 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
    Status: Free Trial
    Free Trial
    C

    Coursera

    Automate Workflows in MailChimp

    Skills you'll gain: Email Automation, Marketing Automation, Email Marketing, Campaign Management, Data-Driven Marketing, Workflow Management, Automation, Performance Measurement, Driving engagement, Performance Analysis, Process Improvement and Optimization, Customer Engagement

    Beginner · Course · 1 - 4 Weeks

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

  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Bahasa Indonesia: Google Cloud
  • 프로덕션 머신러닝 시스템: Google Cloud
  • Google Cloud에서 생성형 AI를 사용한 웹사이트 현대화: Google Cloud
  • Mendeploy dan Menskalakan Model AI dengan Cloud Run: Google Cloud
  • Machine Learning in the Enterprise - Italiano: Google Cloud
  • Recover Carts with Email: Coursera
  • Infraestrutura de IA: introdução ao Hipercomputador de IA: Google Cloud
  • Moderniser des sites Web à l'aide de l'IA générative sur Google Cloud: Google Cloud
  • Infraestrutura de IA: Cloud GPUs: Google Cloud
  • AI Infrastructure: AI Hypercomputer の概要: Google Cloud

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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