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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


  • U

    University of California San Diego

    Introduction to Graph Theory

    Skills you'll gain: Graph Theory, Combinatorics, Network Analysis, Algorithms, Mathematical Modeling, Traffic Flow Optimization, Program Development

    ★ 4.5 (1.1K) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • I

    IBM

    Generative AI Engineering and Fine-Tuning Transformers

    Skills you'll gain: Generative AI, Fine-tuning, Large Language Modeling, Generative Model Architectures, Model Optimization, Prompt Engineering, Model Training, PyTorch (Machine Learning Library)

    ★ 4.5 (116) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • K

    Kennesaw State University

    Organization Planning and Development for the 6 σ Black Belt

    Skills you'll gain: Lean Six Sigma, Six Sigma Methodology, Lean Methodologies, Process Improvement, Process Improvement and Optimization, Quality Improvement, Business Planning, Organizational Development, Change Management, Business Strategies, Organizational Strategy, Quality Management, Benchmarking, Leadership and Management, Performance Measurement, Strategic Thinking, Business Leadership, Cost Management, Business Metrics, Return On Investment

    ★ 4.5 (543) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Getting started with generative AI in Azure

    Skills you'll gain: Responsible AI, Prompt Engineering, Generative AI, Generative Model Architectures, AI Security, Data Ethics, Microsoft Azure, Artificial Intelligence, LLM Application, AI Integrations, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Application Design, Security Controls, Fine-tuning, Large Language Modeling, Deep Learning, Model Optimization, Model Evaluation

    ★ 4.4 (25) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • L

    LearnKartS

    AI Marketing Mastery

    Skills you'll gain: Google Gemini, Marketing Automation, ChatGPT, Marketing, Generative AI, Content Marketing, Business Marketing, Content Creation, Digital Content, Prompt Engineering, Branding, Social Media, Google Ads, Search Engine Optimization, Digital Assets, Facebook, Digital Advertising, Sales Pipelines, Productivity, Web Development

    ★ 3.5 (14) · Beginner · Specialization · 3 - 6 Months

    Category: Hot New Release
    Hot New Release
  • C

    Coursera

    Creating Engaging Content for Instagram

    Skills you'll gain: Photo/Video Production and Technology, Photography, Content Development and Management, Social Media Campaigns, Content Performance Analysis, Social Media, Brand Marketing, Social Media Analytics, Photo Editing, Visual Storytelling, Video Production, Brand Strategy, Content Scheduling, Video Editing, Drive Engagement, Driving engagement, Branding, Videography, Content Optimization, Writing

    ★ 4 (43) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Build and Modernize Applications With Generative AI

    Skills you'll gain: Prompt Patterns, Prompt Engineering Tools, LangChain, Generative AI, Generative Model Architectures, Embeddings, AI Workflows, Model Optimization, Serverless Computing, Agentic Workflows, Systems Development Life Cycle, AI Orchestration, Cloud Development, Development Testing, AI Personalization, AI Enablement, AI Integrations, Application Development, Code Review, Computer Programming Tools

    ★ 4.2 (55) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Microsoft Generative AI for Data Analysis

    Skills you'll gain: Data Storytelling, Prompt Engineering, Data Presentation, Dashboard, Responsible AI, Dashboard Creation, Interactive Data Visualization, Data Ethics, Generative AI, Infographics, Applied Machine Learning, Data Visualization, Anomaly Detection, Time Series Analysis and Forecasting, Root Cause Analysis, Model Evaluation, AI literacy, Risk Modeling, Predictive Analytics, Automation

    ★ 4.3 (205) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • E

    Edureka

    Generative AI for Automation

    Skills you'll gain: Prompt Patterns, Generative AI Agents, AI Orchestration, AI Workflows, Business Process Automation, Make.com, Large Language Modeling, Automation, ChatGPT, Agentic systems, Generative Model Architectures, Agentic Workflows, LangChain, Responsible AI, AI Security, Workflow Management, OpenAI, Process Optimization, Application Programming Interface (API), Decision Support Systems

    ★ 4.3 (26) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Maryland, College Park

    Foundations of Digital Marketing

    Skills you'll gain: Search Engine Marketing, Pay Per Click Advertising, Data-Driven Marketing, Marketing Analytics, Search Engine Optimization, Web Analytics, Web Analytics and SEO, Online Advertising, Data Visualization, Analytics, Model Evaluation, Digital Marketing, Apache Hadoop, Digital Advertising, Digital Marketing Tools, Machine Learning Methods, AI Personalization, Advertising, Social Media Strategy, Predictive Modeling

    ★ 4.5 (31) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • A

    Alex Genadinik

    SEO Masterclass With AI SEO: Beginner To Advanced - 2026

    Skills you'll gain: Generative Engine Optimization (GEO), Keyword Research, Blogs, Search Engine Optimization, Web Analytics and SEO, Copywriting, Content Optimization, Web Analytics, Large Language Modeling, Search Engine Marketing, Web Content, Google Analytics, Google Gemini, LLM Application, Frontend Performance, Web Presence, Digital Marketing Tools, Marketing, Digital Marketing, Marketing Planning

    ★ 4.6 (22) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • S

    Stanford University

    Probabilistic Graphical Models 3: Learning

    Skills you'll gain: Bayesian Network, Applied Machine Learning, Machine Learning Algorithms, Bayesian Statistics, Machine Learning Methods, Markov Model, Statistical Machine Learning, Machine Learning, Network Model, Unsupervised Learning, Model Training, Probability Distribution, Model Optimization, Statistical Methods, Probability & Statistics, Algorithms

    ★ 4.6 (305) · Advanced · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular optimization courses

  • Introduction to Graph Theory: University of California San Diego
  • Generative AI Engineering and Fine-Tuning Transformers: IBM
  • Organization Planning and Development for the 6 σ Black Belt: Kennesaw State University
  • Getting started with generative AI in Azure: Microsoft
  • AI Marketing Mastery: LearnKartS
  • Creating Engaging Content for Instagram: Coursera
  • Build and Modernize Applications With Generative AI: Google Cloud
  • Microsoft Generative AI for Data Analysis: Microsoft
  • Generative AI for Automation: Edureka
  • Foundations of Digital Marketing: University of Maryland, College Park

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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