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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


  • J

    Johns Hopkins University

    Sustainable Cities

    Skills you'll gain: Traffic Flow Optimization, Architectural Design, Sustainable Development, Stormwater Management, Building Codes, Community Development, Sustainable Systems, Land Development, Public Works, Sustainable Architecture, Landscape Architecture, Transportation Operations, Civil Engineering, Land Management, Case Studies, Building Design, Economic Development, Sustainable Design, Sustainable Technologies, Environmental Science

    4.6 stars, 523 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (523) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    Stanford Online

    Probabilistic Graphical Models

    Skills you'll gain: Bayesian Network, Applied Machine Learning, Decision Intelligence, Bayesian Statistics, Graph Theory, Machine Learning Algorithms, Probability Distribution, Network Model, Statistical Modeling, Machine Learning Methods, Markov Model, Machine Learning, Unsupervised Learning, Probability & Statistics, Network Analysis, Statistical Inference, Model Training, Statistical Machine Learning, Model Optimization, Sampling (Statistics)

    4.6 stars, 1.6K reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.6 (1.6K) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Advanced Techniques and Interpretability in LLMs

    Skills you'll gain: LLM Application, OpenAI API, ChatGPT, Responsible AI, Retrieval-Augmented Generation, Large Language Modeling, Generative AI, Generative Model Architectures, Fine-tuning, OpenAI, Generative AI Agents, Natural Language Processing, Token Optimization, AI Security, AI Workflows, Embeddings, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Computer Vision

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    VLSI CAD Part I: Logic

    Skills you'll gain: Computational Logic, Application Specific Integrated Circuits, Theoretical Computer Science, Data Structures, Verification And Validation, Algorithms, Programming Principles, Design Software, Network Model, Model Optimization, Digital Design

    4.6 stars, 557 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (557) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Alberta

    A Complete Reinforcement Learning System (Capstone)

    Skills you'll gain: Reinforcement Learning, Systems Development, Solution Architecture, Machine Learning Methods, Model Training, Model Evaluation, Agentic systems, Artificial Neural Networks, Machine Learning, Model Optimization, Machine Learning Algorithms, Markov Model, Feature Engineering, Algorithms, Performance Tuning

    4.7 stars, 653 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (653) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • K

    KodeKloud

    Gateway API with NGINX Fabric Gateway

    Skills you'll gain: API Gateway, Kubernetes, Nginx, Cloud-Native Computing, Software-Defined Networking, Proxy Servers, Web Servers, Public Key Infrastructure, DevOps, Continuous Deployment, Network Troubleshooting, Role-Based Access Control (RBAC), Infrastructure Security, Computer Networking, Application Deployment, Network Security, Security Controls, System Configuration, Security Software, Verification And Validation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    Illinois Tech

    Business Management Essentials

    Skills you'll gain: Process Improvement, Process Management, Process Improvement and Optimization, Global Marketing, Business Process, Financial Statement Analysis, Organizational Leadership, Financial Statements, Brand Management, Leadership and Management, Financial Analysis, Marketing, Brand Strategy, People Management, Intercultural Competence, Financial Acumen, Leadership, Business Strategy, Financial Management, Data Analysis

    4.7 stars, 400 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (400) · Intermediate · Specialization · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • S

    Scrimba

    Generative AI for Web Development

    Skills you'll gain: Prompt Engineering, Anthropic Claude, Vibe coding, Prompt Patterns, Model Context Protocol, LLM Application, Context Management, OpenAI, Debugging, ChatGPT, Generative AI, Large Language Modeling, Multimodal Prompts, Cloud API, Token Optimization, Context Engineering, Code Review, Artificial Intelligence, Software Development, Web Development Tools

    4.4 stars, 334 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.4 (334) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Increase SEO Traffic with WordPress

    Skills you'll gain: WordPress, Search Engine Optimization, Web Analytics and SEO, Blogs, Content Optimization, Web Analytics, Content Performance Analysis, Web Content, Keyword Research, Content Management, Marketing, Analytics, Web Design, Web Development, User Experience

    4.5 stars, 800 reviews, Advanced, Guided Project, Less Than 2 Hours

    ★ 4.5 (800) · Advanced · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
    Category: Free
    Free
  • U

    Universidad Nacional Autónoma de México

    Introducción a la inteligencia artificial

    Skills you'll gain: Bayesian Network, Computational Logic, Program Development, Artificial Intelligence, Markov Model, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Computational Thinking, AI powered creativity, Creativity, Game Theory, Theoretical Computer Science, Generative AI Agents, Software Development, Generative AI, Python Programming, Applied Machine Learning, Social Sciences, Machine Learning, Model Optimization

    4.6 stars, 685 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (685) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    TensorFlow: Data and Deployment

    Skills you'll gain: Model Deployment, Extract, Transform, Load, Federated Learning, Model Optimization, Data Pipelines, Image Analysis, Data Import/Export, Tensorflow, Transfer Learning, Convolutional Neural Networks, iOS Development, Apple iOS, Android Development, Data Preprocessing, Model Training, Data Processing, Computer Vision, MLOps (Machine Learning Operations), Javascript, Machine Learning

    4.7 stars, 1.5K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (1.5K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Multimodal Agent Testing and Deployment

    Skills you'll gain: Generative AI Agents, Model Deployment, LLM Application, Agentic Workflows, Multimodal Prompts, Prompt Engineering, Agentic systems, Artificial Intelligence, Application Deployment, Test Case, Application Performance Management, Testability, System Design and Implementation, Application Development, API Design, Containerization, System Monitoring, Docker (Software), Software Testing, Python Programming

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular optimization courses

  • Sustainable Cities: Johns Hopkins University
  • Probabilistic Graphical Models: Stanford Online
  • Advanced Techniques and Interpretability in LLMs: Packt
  • VLSI CAD Part I: Logic: University of Illinois Urbana-Champaign
  • A Complete Reinforcement Learning System (Capstone): University of Alberta
  • Gateway API with NGINX Fabric Gateway: KodeKloud
  • Business Management Essentials: Illinois Tech
  • Generative AI for Web Development: Scrimba
  • Increase SEO Traffic with WordPress: Coursera
  • Introducción a la inteligencia artificial: Universidad Nacional Autónoma de México

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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