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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: Free Trial
    Free Trial
    C

    Coursera

    Write Automation Scripts

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    G

    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

  • G

    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

  • G

    Google Cloud

    Machine Learning in the Enterprise - Italiano

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

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

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

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

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Websitemodernisierung mit generativer KI in Google Cloud

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

    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

  • Status: New
    New
    G

    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, Serverless Computing, Application Deployment, Generative AI, Applied Machine Learning, AI Integrations, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Cloud Services, Machine Learning Methods, Containerization, Scalability

    Beginner · Course · 1 - 4 Weeks

  • C

    Clemson University

    Master of Science in Computer Science

    Skills you'll gain: Human Computer Interaction, Large Language Modeling, Database Management, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Model Optimization, Software Development Methodologies, Usability, Data Preprocessing, Data Mining, Data Structures, Systems Development Life Cycle, Responsible AI, Algorithms, Machine Learning Methods, Human Factors

    Earn a degree

    Degree · 1 - 4 Years

  • 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, Product Marketing, Predictive Analytics, Interactive Data Visualization, Data Preprocessing, Analytics, Statistical Analysis, Operations Research, Model Deployment, Natural Language Processing, Model Optimization

    Credit offered

    Mastertrack · 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, Change Control, Operations, Process Improvement, Supply Chain Planning, Process Improvement and Optimization, Supply Chain Management, Education Software and Technology, Instructional Design, Learning Management Systems, Process Analysis, Wholesaling, Quality Management, Augmented and Virtual Reality (AR/VR), Digital pedagogy, System Implementation, Solution Design, Virtual Reality

    Credit offered

    Mastertrack · 6 - 12 Months

  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

    Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Plot (Graphics), Data Visualization, Matplotlib, Exploratory Data Analysis, Supervised Learning, Data Presentation, Model Optimization, Model Evaluation, Graphing, Dimensionality Reduction, Data Science, Descriptive Analytics, Predictive Modeling, Machine Learning Methods, Data Analysis, Pandas (Python Package), Data-Driven Decision-Making

    Credit offered

    Mastertrack · 6 - 12 Months

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

  • Write Automation Scripts: Coursera
  • AI 인프라: AI 하이퍼컴퓨터 소개: Google Cloud
  • 在 Google Cloud 運用生成式 AI 翻新網站: Google Cloud
  • Machine Learning in the Enterprise - Italiano: Google Cloud
  • MMachine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 한국어: Google Cloud
  • Websitemodernisierung mit generativer KI in Google Cloud: Google Cloud
  • Mendeploy dan Menskalakan Model AI dengan Cloud Run: Google Cloud
  • 使用 Cloud Run 部署及擴充 AI 模型: Google Cloud
  • Master of Science in Computer Science: Clemson University
  • Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes

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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