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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
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    IBM

    Gen AI Foundational Models for NLP & Language Understanding

    Skills you'll gain: PyTorch (Machine Learning Library), Large Language Modeling, Embeddings, Generative AI, Natural Language Processing, Generative Model Architectures, Transfer Learning, Model Optimization, Responsible AI, Data Ethics, Text Mining, Model Training, Artificial Neural Networks, Classification Algorithms, Model Evaluation, Feature Engineering

    4.4
    Rating, 4.4 out of 5 stars
    ·
    206 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Skillshare

    Find Instagram Success: Build an Account People Care About

    Skills you'll gain: Instagram, Content Performance Analysis, Social Media Content, Social Media, Content Strategy, Social Media Management, Social Media Strategy, Social Media Marketing, Content Development and Management, Content Scheduling, Brand Strategy, Driving engagement, Content Marketing, Content Creation, Drive Engagement, Growth Strategies, Target Audience, Content Optimization, Branding, Workflow Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    AI for Mechanical Engineers

    Skills you'll gain: Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, AI powered creativity, Precision Medicine, Generative AI, Machine Learning, AI literacy, Artificial Intelligence, Machine Learning Algorithms, Transfer Learning, Biomedical Engineering, Control Systems, Model Optimization, Energy and Utilities, Image Analysis, Automation Engineering, AI Workflows, Robotics, Medical Imaging

    4.5
    Rating, 4.5 out of 5 stars
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    209 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    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
    Rating, 4.6 out of 5 stars
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    682 reviews

    Intermediate · Specialization · 3 - 6 Months

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    LearnKartS

    Integrate AI Models in n8n: Prompt Engineering & Outputs

    Skills you'll gain: Prompt Engineering, Email Automation, Prompt Patterns, AI Workflows, AI Integrations, JSON, Token Optimization, OpenAI API, Google Gemini, Gmail, Anthropic Claude, OpenAI, Automation, Generative AI, Automation Engineering, Large Language Modeling, No-Code Development, API Design, Natural Language Processing, Webhook Security

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    DeepLearning.AI

    Custom Models, Layers, and Loss Functions with TensorFlow

    Skills you'll gain: Tensorflow, Deep Learning, Keras (Neural Network Library), Convolutional Neural Networks, Model Optimization, Model Training, Artificial Neural Networks, Model Evaluation

    4.9
    Rating, 4.9 out of 5 stars
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    1.1K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    John Wiley & Sons

    Advanced Techniques and Applications in Prompt Engineering

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Multimodal Prompts, Prompt Patterns, ChatGPT, Context Engineering, Generative AI, AI powered creativity, Token Optimization, Responsible AI, Generative Model Architectures, OpenAI, Generative Adversarial Networks (GANs), AI Personalization, AI literacy, LLM Application, Large Language Modeling, Natural Language Processing, Software Design, Machine Learning

    Advanced · Course · 1 - 3 Months

  • Status: Preview
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    S

    Stanford University

    Game Theory II: Advanced Applications

    Skills you'll gain: Game Theory, Bidding, Social Sciences, Resource Allocation, Economics, Social Impact, Behavioral Economics, Decision Making, Mathematical Theory & Analysis, Revenue Management, Model Optimization

    4.7
    Rating, 4.7 out of 5 stars
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    652 reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Minnesota State University, Mankato

    Sustaining and Evaluating Healthcare Projects

    Skills you'll gain: Healthcare Project Management, Project Closure, Project Implementation, Performance Metric, Issue Tracking, Program Implementation, Process Management, Process Improvement, Process Improvement and Optimization, Program Evaluation, Project Performance, Performance Measurement, Workflow Management, Continuous Improvement Process, Business Workflow Analysis, Operational Efficiency, Change Management, Performance Review, Organizational Change, Stakeholder Management

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    IBM

    Generative AI for NLP with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Fine-tuning, Convolutional Neural Networks, Deep Learning, Natural Language Processing, Embeddings, Hugging Face, Computer Vision, Supervised Learning, Classification Algorithms, Data Preprocessing, Predictive Modeling, Machine Learning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Statistical Methods, Probability & Statistics, Machine Learning Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    2.1K reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: New
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    Microsoft

    Launch Your GTM Career

    Skills you'll gain: Applicant Tracking Systems, Go To Market Strategy, Product Marketing, Marketing Operations, Campaign Management, Oral Expression, Marketing, Business Metrics, Professional Development, LinkedIn, Marketing Management, Verbal Communication Skills, Professionalism, Interviewing Skills, Digital Marketing Campaigns, Keyword Research, Job Analysis, Content Optimization, Storytelling, Performance Measurement

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Geneva

    Portfolio and Risk Management

    Skills you'll gain: Portfolio Management, Risk Management, Portfolio Risk, Investment Management, Risk Analysis, Investments, Risk Modeling, Asset Management, Wealth Management, Risk Appetite, Financial Market, Correlation Analysis, Variance Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    2.5K reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Gen AI Foundational Models for NLP & Language Understanding: IBM
  • Find Instagram Success: Build an Account People Care About: Skillshare
  • AI for Mechanical Engineers: University of Michigan
  • Introducción a la inteligencia artificial: Universidad Nacional Autónoma de México
  • Integrate AI Models in n8n: Prompt Engineering & Outputs: LearnKartS
  • Custom Models, Layers, and Loss Functions with TensorFlow: DeepLearning.AI
  • Advanced Techniques and Applications in Prompt Engineering: John Wiley & Sons
  • Game Theory II: Advanced Applications: Stanford University
  • Sustaining and Evaluating Healthcare Projects: Minnesota State University, Mankato
  • Generative AI for NLP with PyTorch: IBM

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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