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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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    Pearson

    Quick Start Guide to Large Language Models (LLMs): Unit 3

    Skills you'll gain: Large Language Modeling, Fine-tuning, Model Deployment, Generative Model Architectures, Model Optimization, Multimodal Prompts, Cloud Deployment, Model Training, Vision Transformer (ViT), Model Evaluation, Reinforcement Learning, Image Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Alex Genadinik

    2026 Google Search Console: #1 SEO Tool To Track SEO

    Skills you'll gain: Web Analytics, Google Analytics, Frontend Performance, Content Performance Analysis, Performance Metric, Usability, Digital Marketing Tools

    Mixed · Course · 1 - 3 Months

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    Board Infinity

    Generative AI: Fine-Tuning LLMs and Diffusion Models

    Skills you'll gain: Generative AI, Large Language Modeling, Generative Model Architectures, Fine-tuning, LLM Application, Token Optimization, Hugging Face, Transfer Learning, Model Optimization, Model Training, Model Deployment, Model Evaluation, Machine Learning, Data Science

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Email Marketing Foundations — Copy, Lists & Compliance

    Skills you'll gain: Target Audience, Microsoft Outlook, Email Marketing, Email Automation, Campaign Management, Campaign Planning, Compliance Auditing, Customer Relationship Management (CRM) Software, Process Optimization, Process Improvement, Google Workspace, Marketing Planning, Data Mapping, Branding, Marketing Automation, Regulatory Compliance, Gmail, Project Planning, Copywriting, Brand Management

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
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    Coursera

    Automate ML Pipelines for Peak Performance

    Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, Model Optimization, Model Training, Workflow Management, Predictive Modeling

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Design and Build Custom Neural Networks

    Skills you'll gain: Network Architecture, Model Optimization, Artificial Neural Networks, Model Training, Network Planning And Design, Performance Testing, Deep Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Coursera

    Detect AI Anomalies: Real-Time Outliers

    Skills you'll gain: Anomaly Detection, MLOps (Machine Learning Operations), Event Monitoring, Continuous Monitoring, System Monitoring, Unsupervised Learning, Model Evaluation, Threat Detection, Statistical Analysis, Model Optimization, Statistical Hypothesis Testing, Trend Analysis, Real Time Data, Statistical Methods, Time Series Analysis and Forecasting

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Deploying Deep Learning: Quantization, Serving, and Edge AI

    Skills you'll gain: Model Deployment, Application Deployment, Model Optimization, MLOps (Machine Learning Operations), Cloud Deployment, Fine-tuning, Containerization, LLM Application, Large Language Modeling, Docker (Software), Model Evaluation, API Design, Scalability, Memory Management

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of Washington

    머신 러닝: 회귀 모델

    Skills you'll gain: Model Evaluation, Regression Analysis, Model Training, Statistical Machine Learning, Supervised Learning, Machine Learning Methods, Predictive Modeling, Statistical Modeling, Statistical Methods, Machine Learning, Machine Learning Algorithms, Model Optimization, Predictive Analytics, Applied Machine Learning, Feature Engineering, Statistical Programming, Model Deployment, Algorithms

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Board Infinity

    Advanced Concepts in React Native Development

    Skills you'll gain: React Native, User Interface (UI), User Interface and User Experience (UI/UX) Design, UI Components, Mobile Development, User Interface (UI) Design, UI/UX Strategy, Secure Coding, Development Testing, Unit Testing, Software Testing, Authentications, Data Security, Test Engineering, Debugging, iOS Development, Android (Operating System), Mobile Security, Interaction Design, Cross Platform Development

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    D

    DeepLearning.AI

    Повышение эффективности глубоких нейросетей

    Skills you'll gain: Tensorflow, Model Optimization, Deep Learning, Data Compilation, Model Training, Statistical Analysis, Artificial Neural Networks, Model Evaluation, Performance Tuning, Applied Machine Learning, Machine Learning, Algorithms, Debugging

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    A

    Alex Genadinik

    How To Start An Ecommerce Business: Amazon, Ads & SEO

    Skills you'll gain: Advertising, Google Ads, Paid media, Advertising Campaigns, Pay Per Click Advertising, Performance marketing, Content Optimization, Product Promotion, Marketing, Selling Techniques, Conversion Funnel Analysis, Digital Marketing

    Mixed · Course · 1 - 4 Weeks

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

  • Quick Start Guide to Large Language Models (LLMs): Unit 3: Pearson
  • 2026 Google Search Console: #1 SEO Tool To Track SEO: Alex Genadinik
  • Generative AI: Fine-Tuning LLMs and Diffusion Models: Board Infinity
  • Email Marketing Foundations — Copy, Lists & Compliance: Coursera
  • Automate ML Pipelines for Peak Performance: Coursera
  • Design and Build Custom Neural Networks: Coursera
  • Detect AI Anomalies: Real-Time Outliers: Coursera
  • Deploying Deep Learning: Quantization, Serving, and Edge AI: Board Infinity
  • 머신 러닝: 회귀 모델: University of Washington
  • Advanced Concepts in React Native Development: Board Infinity

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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