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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

    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

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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, Generative Model Architectures, Continuous Monitoring, Google Cloud Platform, MLOps (Machine Learning Operations), Data Ethics, Data Quality

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Déployer et adapter des modèles d'IA avec Cloud Run

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

    Beginner · Course · 1 - 4 Weeks

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    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

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    Google Cloud

    AI 基礎架構:AI Hypercomputer 簡介

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

    Intermediate · 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, Machine Learning, Data Validation, Model Evaluation, Distributed Computing, Scalability, Hybrid Cloud Computing, Data Pipelines, Dependency Analysis, Debugging

    Advanced · Course · 1 - 3 Months

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    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

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    Google Cloud

    MMachine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 한국어

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

    Intermediate · Course · 1 - 4 Weeks

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    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

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    Google Cloud

    在 Google Cloud 運用生成式 AI 翻新網站

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

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    AI Infrastructure : Cloud TPU

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

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    AI Infrastructure:Cloud TPU

    Skills you'll gain: Cloud Infrastructure, Tensorflow, Google Cloud Platform, Model Optimization, Infrastructure Architecture, Interoperability, Hardware Architecture, Computer Architecture

    Intermediate · Course · 1 - 4 Weeks

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

  • Infraestrutura de IA: introdução ao Hipercomputador de IA: Google Cloud
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文: Google Cloud
  • Déployer et adapter des modèles d'IA avec Cloud Run: Google Cloud
  • Recover Carts with Email: Coursera
  • AI 基礎架構:AI Hypercomputer 簡介: Google Cloud
  • 프로덕션 머신러닝 시스템: Google Cloud
  • Infraestrutura de IA: Cloud GPUs: Google Cloud
  • MMachine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 한국어: Google Cloud
  • Google Cloud에서 생성형 AI 앱 만들기: Google Cloud
  • 在 Google Cloud 運用生成式 AI 翻新網站: 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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