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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


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    Google Cloud

    Professional Cloud Architect 여정 준비하기

    Skills you'll gain: Cloud Infrastructure, Cloud Computing Architecture, Cloud Management, Infrastructure Architecture, Cloud Computing, Cloud Solutions, Solution Architecture, Cloud Security, Process Optimization, Google Cloud Platform, Process Improvement and Optimization, Cloud Standards, System Implementation, Solution Design, Cloud Deployment, Key Performance Indicators (KPIs), Needs Assessment, Test Planning, Analysis, Goal Setting

    Advanced · Course · 1 - 3 Months

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    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文

    Skills you'll gain: Model Evaluation, Model Optimization, Generative AI, Continuous Monitoring, Google Cloud Platform, Model Deployment, MLOps (Machine Learning Operations), Machine Learning Methods, Large Language Modeling, Responsible AI, Data Quality

    Intermediate · Course · 1 - 4 Weeks

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    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

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    Google Cloud

    KI-Modelle mit Cloud Run bereitstellen und skalieren

    Skills you'll gain: Model Deployment, Google Cloud Platform, Serverless Computing, Cloud Deployment, Generative AI, AI Enablement, Data Storage, Application Deployment, AI Integrations, Cloud Applications, Cloud Services, Model Optimization, Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

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    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

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    Google Cloud

    AI 基础设施:部署类型

    Skills you'll gain: Google Cloud Platform, Kubernetes, Cloud Infrastructure, Containerization, Cloud Deployment, Model Deployment, Cloud Platforms, Network Performance Management, Infrastructure Architecture, Performance Tuning, AI Workflows, Distributed Computing, Model Optimization, System Configuration, Operating Systems

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

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

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Model Optimization, Model Deployment

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    AI 基础设施:网络组建和管理技术

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

    Intermediate · Course · 1 - 3 Months

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    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, Artificial Intelligence and Machine Learning (AI/ML), Computer Architecture, AI literacy

    Intermediate · Course · 1 - 4 Weeks

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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

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    Google Cloud

    AI 인프라: AI 하이퍼컴퓨터 소개

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

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    使用 Cloud Run 部署及擴充 AI 模型

    Skills you'll gain: Model Deployment, Cloud Deployment, Google Cloud Platform, Generative AI, Serverless Computing, Application Deployment, AI Integrations, Model Optimization, Applied Machine Learning, Cloud Services, Scalability, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

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

  • Professional Cloud Architect 여정 준비하기: Google Cloud
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文: Google Cloud
  • Moderniser des sites Web à l'aide de l'IA générative sur Google Cloud: Google Cloud
  • KI-Modelle mit Cloud Run bereitstellen und skalieren: Google Cloud
  • 프로덕션 머신러닝 시스템: Google Cloud
  • AI 基础设施:部署类型: Google Cloud
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Deutsch: Google Cloud
  • AI 基础设施:网络组建和管理技术: Google Cloud
  • AI Infrastructure: AI Hypercomputer の概要: Google Cloud
  • Mendeploy dan Menskalakan Model AI dengan Cloud Run: 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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