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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


  • A

    Amazon Web Services

    AWS Services for AI Solutions

    Skills you'll gain: Prompt Engineering, Amazon Bedrock, AI Workflows, Agentic Workflows, Generative AI Agents, Generative AI, Amazon Web Services, AI Orchestration, Solution Architecture, AI Integrations, Artificial Intelligence, Data Quality, Model Optimization, Computer Vision, Fine-tuning, Scalability, Natural Language Processing, Data Pipelines

    4.6 stars, 24 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (24) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Strategies for Converting and Retaining Customers Online

    Skills you'll gain: Pay Per Click Advertising, Search Engine Marketing, Customer Retention, Digital Marketing, Paid media, Search Engine Optimization, Online Advertising, Keyword Research, Conversion Funnel Analysis, Digital Marketing Campaigns, Digital Advertising, Marketing Strategy and Techniques, Content Optimization, Marketing, Customer Acquisition Management, Customer Engagement, Lead Generation, Target Audience, Target Market

    4.7 stars, 117 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (117) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • N

    National Taiwan University

    機器學習技法 (Machine Learning Techniques)

    Skills you'll gain: Feature Engineering, Autoencoders, Machine Learning Methods, Model Optimization, Deep Learning, Supervised Learning, Statistical Machine Learning, Regression Analysis, Random Forest Algorithm, Decision Tree Learning, Applied Machine Learning, Artificial Neural Networks, Machine Learning Algorithms, Classification Algorithms, Predictive Modeling, Model Training, Dimensionality Reduction, Machine Learning, Embeddings, Model Evaluation

    4.9 stars, 35 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.9 (35) · Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • M

    Microsoft

    Building Intelligent Troubleshooting Agents

    Skills you'll gain: Fine-tuning, Large Language Modeling, Natural Language Processing, LLM Application, Generative AI Agents, Agentic Workflows, Decision Intelligence, Test Case, Agentic systems, User Interface (UI), Performance Testing, Model Training, Applied Machine Learning, Artificial Intelligence, Model Optimization, Machine Learning Algorithms, Classification Algorithms, Decision Support Systems, Model Evaluation

    4.4 stars, 21 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (21) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    Tecnológico de Monterrey

    2.- El Cálculo - Modelo Cuadrático

    Skills you'll gain: Education Software and Technology, Calculus, Applied Mathematics, Mechanics, Algebra, Mathematical Modeling, General Mathematics, Model Optimization, Mathematics Education, Graphing, Derivatives

    4.8 stars, 341 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (341) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Sustainable Regional Principles, Planning and Transportation

    Skills you'll gain: Sustainable Systems, Sustainable Development, Transportation Operations, Case Studies, Economic Development, Land Management, Land Development, Community Development, Traffic Flow Optimization, Community Outreach

    4.5 stars, 207 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • S

    Skillshare

    SEO Copywriting for Digital Marketing Success

    Skills you'll gain: Keyword Research, Copywriting, Search Engine Optimization, Content Strategy, Content Optimization, Web Content, Web Analytics and SEO, Content Development and Management, Blogs, Content Management, Content Creation, Writing and Editing, Maintainability, Writing, Content Marketing, Editing, Driving engagement

    4.6 stars, 8 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (8) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Applied Calculus with Python

    Skills you'll gain: Calculus, Integral Calculus, Applied Mathematics, Graphing, Numerical Analysis, Python Programming, Mathematical Software, Algebra, Derivatives, Model Optimization

    4.9 stars, 46 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (46) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Microsoft

    AI agent fundamentals with Azure AI Foundry

    Skills you'll gain: Prompt Engineering, Agentic Workflows, AI Workflows, Generative AI Agents, AI Orchestration, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Application Deployment, Cloud Deployment, Prompt Patterns, Model Deployment, Microsoft Azure, AI Integrations, Prompt Engineering Tools, Multimodal Prompts, Token Optimization, Persona (User Experience), Retrieval-Augmented Generation, Test Case

    3.3 stars, 27 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.3 (27) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    CertNexus

    Build Regression, Classification, and Clustering Models

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Model Training, Unsupervised Learning, Regression Analysis, Classification Algorithms, Machine Learning Algorithms, Model Optimization, Machine Learning Methods, Linear Algebra, Machine Learning, Predictive Modeling, Statistical Modeling, Supervised Learning, Performance Tuning

    4.5 stars, 20 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (20) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    AI-Driven Brand Management: Learnings from FANG and FMCG

    Skills you'll gain: Marketing Analytics, Digital Marketing, Google Analytics, Brand Awareness, Social Media Marketing, Content Marketing, Digital Advertising, Marketing Effectiveness, Brand Strategy, Email Marketing, Performance Measurement, Brand Management, Brand Marketing, Marketing Channel, Marketing, Marketing Budgets, Search Engine Optimization, AI Enablement, Communication, Generative AI

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Create an A/B web page marketing test with Google Optimize

    Skills you'll gain: A/B Testing, Google Analytics, Experience Design, Web Analytics, User Experience, Content Optimization, Web Content, Target Audience, Test Tools, Content Performance Analysis, Personalized Campaigns, Marketing, Analytics

    4.3 stars, 111 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.3 (111) · Beginner · Guided Project · Less Than 2 Hours

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

  • AWS Services for AI Solutions: Amazon Web Services
  • Strategies for Converting and Retaining Customers Online: University of California, Irvine
  • 機器學習技法 (Machine Learning Techniques): National Taiwan University
  • Building Intelligent Troubleshooting Agents: Microsoft
  • 2.- El Cálculo - Modelo Cuadrático: Tecnológico de Monterrey
  • Sustainable Regional Principles, Planning and Transportation: Johns Hopkins University
  • SEO Copywriting for Digital Marketing Success: Skillshare
  • Applied Calculus with Python: Johns Hopkins University
  • AI agent fundamentals with Azure AI Foundry: Microsoft
  • Build Regression, Classification, and Clustering Models: CertNexus

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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