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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


  • P

    Packt

    Continuous Integration Mastery with Jenkins

    Skills you'll gain: Jenkins, CI/CD, Docker (Software), GitLab, Devops Tools, Continuous Delivery, Containerization, Git (Version Control System), Continuous Deployment, GitHub, Code Review

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Strategic PM using GenAI for Account Managers

    Skills you'll gain: Microsoft Copilot, Account Management, Content Management, Microsoft 365, Process Optimization, Business Strategy, Strategic Thinking, Project Coordination, Project Management, Business Process, AI Enablement, Responsible AI, Change Management

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Preparing for Your Cloud Architect Journey - Português

    Skills you'll gain: Cloud Computing Architecture, Cloud Security, Cloud Infrastructure, Cloud Solutions, Solution Architecture, Cloud Computing, Network Planning And Design, Process Analysis, Process Optimization, Cloud Deployment, Project Implementation, Site Reliability Engineering, Cost Reduction, Business Requirements, Resource Utilization

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Scaling, Access Control, and Exam preparation with Vault

    Skills you'll gain: Identity and Access Management, Scalability, Security Controls, Authorization (Computing), Authentications, Data Access, Role-Based Access Control (RBAC), Performance Tuning, Data Governance, Test Planning, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    SEO Visibility: Build and Monitor Your Brand Online

    Skills you'll gain: Brand Awareness, Keyword Research, Search Engine Optimization, Web Analytics and SEO, Content Performance Analysis, Marketing, Marketing Analytics, Brand Management, Competitive Analysis, Data-Driven Decision-Making, Return On Investment, Forecasting, Gap Analysis

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®

    Skills you'll gain: Social Network Analysis, Data Presentation, Data Storytelling, Network Analysis, Interactive Data Visualization, Predictive Modeling, Infographics, Time Series Analysis and Forecasting, Looker (Software), Data Visualization, Financial Forecasting, Marketing Analytics, Product Marketing, Transfer Learning, Applied Machine Learning, Operations Research, Random Forest Algorithm, Process Optimization, Statistical Machine Learning, Statistical Analysis

    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 Analysis, Risk Management Framework, Decision Making, AI Enablement, Continuous Deployment, Project Management Software, Strategic Decision-Making, Operational Analysis, Release Management, Project Planning, Predictive Modeling, A/B Testing, Business Priorities, Operational Efficiency, Algorithms, Experimentation, Advanced Analytics, Procedure Development, Product Planning, Product Development

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free
    Free
    A

    Amazon Web Services

    Optimizing Foundation Models

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, Amazon Web Services, Agentic systems, Performance Tuning, Transfer Learning, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

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

    Coursera

    Optimize Deep Learning: Tune PyTorch Models

    Skills you'll gain: Model Deployment, Model Evaluation, PyTorch (Machine Learning Library), Transfer Learning, Performance Tuning, Debugging, MLOps (Machine Learning Operations), Deep Learning, Scalability, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Optimize AI: Build Reusable Model Pipelines

    Skills you'll gain: Model Deployment, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Large Language Modeling, Version Control

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Optimize TensorFlow Models For Deployment with TensorRT

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Applied Machine Learning, Deep Learning, Performance Tuning, Convolutional Neural Networks, Model Deployment, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    76 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    A

    Alberta Machine Intelligence Institute

    Optimizing Machine Learning Performance

    Skills you'll gain: Responsible AI, Data Ethics, MLOps (Machine Learning Operations), Model Deployment, Business Operations, Machine Learning, Ethical Standards And Conduct, Operational Analysis, Applied Machine Learning, Business Strategy, AI Enablement, AI Product Strategy, Model Evaluation, Data Maintenance, Performance Tuning, Risk Mitigation, Performance Metric, Continuous Monitoring, Systems Integration, Stakeholder Communications

    4.4
    Rating, 4.4 out of 5 stars
    ·
    51 reviews

    Mixed · Course · 1 - 4 Weeks

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1…96979899

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

  • Continuous Integration Mastery with Jenkins: Packt
  • Strategic PM using GenAI for Account Managers: Microsoft
  • Preparing for Your Cloud Architect Journey - Português: Google Cloud
  • Scaling, Access Control, and Exam preparation with Vault: Packt
  • SEO Visibility: Build and Monitor Your Brand Online: Coursera
  • Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes
  • Optimize AI: Plan, Evaluate, and Learn: Coursera
  • Optimizing Foundation Models: Amazon Web Services
  • Optimize Deep Learning: Tune PyTorch Models: Coursera
  • Optimize AI: Build Reusable Model Pipelines: 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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