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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
    G

    Google

    Satisfaction Guaranteed: Develop Customer Loyalty Online

    Skills you'll gain: Client Services, Loyalty Programs, Customer Retention, Relationship Management, Customer and Client Support, E-Commerce, Brand Loyalty, Customer Relationship Management, Customer Service, Customer Relationship Building, Customer Engagement, Web Analytics, Digital Marketing, Product Improvement, Customer Analysis, Digital Analysis, Digital Marketing Tools, Performance Analysis, Portfolio Management, Presentations

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Foundations of Reinforcement Learning

    Skills you'll gain: Reinforcement Learning, Deep Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Computational Logic, Model Evaluation, Markov Model, Responsible AI, Machine Learning Algorithms, Decision Intelligence, AI Workflows, Model Optimization, Artificial Intelligence, Agentic systems, Machine Learning, Algorithms, Artificial Neural Networks, Statistical Machine Learning, Theoretical Computer Science, Applied Mathematics

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    U

    Universidade de São Paulo

    Marketing Digital

    Skills you'll gain: Conversion Funnel Analysis, Search Engine Marketing, Digital Marketing, Email Marketing, Digital Marketing Campaigns, Google Ads, Marketing Strategies, Search Engine Optimization, Google Analytics, Online Advertising, A/B Testing, Pay Per Click Advertising, Marketing Planning, Advertising Campaigns, Web Analytics, Digital Advertising, Facebook, Campaign Management, Marketing Analytics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.3K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Modeling Risk and Realities

    Skills you'll gain: Risk Modeling, Risk Management, Mathematical Modeling, Statistical Modeling, Predictive Modeling, Risk Analysis, Simulation and Simulation Software, Statistical Methods, Probability Distribution, Data-Driven Decision-Making, Decision Making, Statistical Hypothesis Testing, Statistical Analysis, Model Optimization, Probability & Statistics, Microsoft Excel, Spreadsheet Software

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.2K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Concepts, Strategies, and Analytics in Performance Marketing and Digital Advertising

    Skills you'll gain: Google Ads, Digital Advertising, Online Advertising, Advertising, Contextual Advertising, Pay Per Click Advertising, Advertising Campaigns, Paid media, Social Media, Search Engine Marketing, Performance marketing, Marketing, Keyword Research, Search Engine Optimization, Social Media Marketing, Digital Marketing, Social Media Strategy, Social Media Campaigns, Media Buying, Data Ethics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    835 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    Edureka

    Explainability Methods & Evaluation

    Skills you'll gain: Model Evaluation, Model Training, AI Security, Testability, Feature Engineering, Statistical Methods, Responsible AI, Model Optimization, Predictive Analytics, Applied Machine Learning, Data Analysis, Predictive Modeling, Data Preprocessing, Data Science, Data Visualization, Machine Learning Algorithms, Python Programming, Data Management

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Custom Deep Learning Model Architecture

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Generative AI, Model Optimization, Deep Learning, Generative Model Architectures, Computer Vision, Artificial Neural Networks, Generative Adversarial Networks (GANs), Model Training, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Autoencoders, Network Architecture, Model Evaluation, Debugging

    Intermediate · Course · 1 - 3 Months

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

    Microsoft

    Forecasting and Predictive Modeling

    Skills you'll gain: Financial Forecasting, Forecasting, Revenue Forecasting, Time Series Analysis and Forecasting, Model Evaluation, Trend Analysis, Model Training, Financial Data, Predictive Modeling, Power BI, Predictive Analytics, Data-Driven Decision-Making, Applied Machine Learning, Financial Analysis, Model Optimization, Statistical Analysis, Business Analytics, Machine Learning, Microsoft Azure, Microsoft 365

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Advanced Content and Social Tactics to Optimize SEO

    Skills you'll gain: Content Marketing, Content Performance Analysis, Content Strategy, Campaign Planning, Social Media Campaigns, Content Development and Management, Search Engine Optimization, Content Creation, Digital Marketing Campaigns, Social Media Strategy, Digital Media Strategy, Content Optimization, Social Media Marketing, Social Media Content, Web Analytics and SEO, Shared Media, Target Audience, Digital Brand Strategy, Social Media, Web Presence

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.2K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    Edureka

    Responsible AI

    Skills you'll gain: Responsible AI, Incident Management, Governance, Incident Response, Data Governance, Compliance Management, Policy Development, Risk Management, Governance Risk Management and Compliance, Data Ethics, AI Security, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Data Quality, Data Analysis, Data-Driven Decision-Making, Digital Analysis, Data Collection, Search Engine Optimization

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    Università di Napoli Federico II

    Robotics & Robots

    Skills you'll gain: Robotics, Data Ethics, Reliability, Control Systems, Engineering, Software Systems, Data Mapping, Human Centered Design, Mechanical Engineering, Applied Mathematics, Algorithms, Mathematical Modeling, Model Optimization, Graph Theory, Engineering Calculations, Geospatial Information and Technology, Physics

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    I

    IBM

    Generative AI for NLP with PyTorch Capstone Project

    Skills you'll gain: Model Evaluation, Fine-tuning, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Training, Transfer Learning, Generative AI, Large Language Modeling, Natural Language Processing, Hugging Face, Generative Model Architectures, Data Preprocessing, Model Optimization, Data Processing, Deep Learning, Artificial Neural Networks, Machine Learning, Machine Learning Algorithms

    Advanced · Course · 1 - 4 Weeks

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

  • Satisfaction Guaranteed: Develop Customer Loyalty Online: Google
  • Foundations of Reinforcement Learning: University of Colorado Boulder
  • Marketing Digital: Universidade de São Paulo
  • Modeling Risk and Realities: University of Pennsylvania
  • Concepts, Strategies, and Analytics in Performance Marketing and Digital Advertising: University of Colorado Boulder
  • Explainability Methods & Evaluation: Edureka
  • Custom Deep Learning Model Architecture: Coursera
  • Forecasting and Predictive Modeling: Microsoft
  • Advanced Content and Social Tactics to Optimize SEO: University of California, Davis
  • Responsible AI: Edureka

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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