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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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    STARWEAVER

    How to Build an Enterprise AI Strategy

    Skills you'll gain: Responsible AI, Organizational Change, AI Enablement, Operational Efficiency, Technology Roadmaps, Change Management, Decision Intelligence, Innovation, Digital Transformation, Artificial Intelligence, Technology Strategies, Data Ethics, Strategic Leadership, Business Leadership, Organizational Strategy, Business Transformation, AI Integrations, Business Strategy, Strategic Thinking, Leadership

    3.4
    Rating, 3.4 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    AI & LLM Engineering Mastery - GenAI, RAG Complete Guide

    Skills you'll gain: Retrieval-Augmented Generation, OpenAI API, Prompt Patterns, AI Workflows, Generative Model Architectures, Fine-tuning, Model Deployment, Token Optimization, AI Integrations, Applied Machine Learning, Hugging Face, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Memory Management, Object Oriented Programming (OOP), Context Management, API Testing, Document Management, AI literacy, Model Optimization

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    SkillsBooster Academy

    Generative AI for SEO: Be the #1 Answer in AI Search

    Skills you'll gain: Keyword Research, Search Engine Optimization, Content Creation, Competitive Analysis, Web Analytics and SEO, Data Ethics, Search Engine Marketing, ChatGPT, Content Performance Analysis, Artificial Intelligence, Marketing, Marketing Materials, Business Strategy, Digital Marketing, Marketing Strategy and Techniques, Digital Media Strategy, Content Marketing, Market Research, Business Ethics, Product Strategy

    4.5
    Rating, 4.5 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    M

    Microsoft

    Generative AI for Data Science

    Skills you'll gain: Fine-tuning, Generative AI, Model Optimization, Large Language Modeling, Data Ethics, LLM Application, Responsible AI, Feature Engineering, AI Security, Advertising, Marketing, Anomaly Detection, Data Synthesis, Information Privacy

    4.5
    Rating, 4.5 out of 5 stars
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    29 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    Pretraining LLMs

    Skills you'll gain: Large Language Modeling, Model Evaluation, Model Training, Hugging Face, Data Preprocessing, Fine-tuning, Model Optimization, Transfer Learning, Generative AI

    4.5
    Rating, 4.5 out of 5 stars
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    22 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    Alex Genadinik

    SEO Keyword Research - First Step In Your SEO - 2026

    Skills you'll gain: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Web Analytics, Google Analytics, Content Optimization, Search Engine Marketing, Digital Marketing Tools, Marketing Strategies, Competitive Analysis

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Simplilearn

    Introduction to Six Sigma Training

    Skills you'll gain: Lean Methodologies, Six Sigma Methodology, Failure Mode And Effects Analysis, Lean Manufacturing, Lean Six Sigma, Process Optimization, Quality Improvement, Process Improvement, Business Process, Quality Management, Process Improvement and Optimization, Process Mapping, Operational Efficiency, Product Quality (QA/QC), Waste Minimization, Key Performance Indicators (KPIs), Performance Measurement, Product Development, Risk Analysis, Organizational Strategy

    4.3
    Rating, 4.3 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Whizlabs

    Power Automate: Building and Managing Automated Workflows

    Skills you'll gain: Microsoft Power Automate/Flow, Microsoft Power Platform, Business Workflow Analysis, Workflow Management, Process Analysis, Microsoft Copilot, AI Workflows, Business Process Automation, Process Optimization, Automation, Application Lifecycle Management, Business Process Management, Cloud-Based Integration, Document Management, Event-Driven Programming

    2.9
    Rating, 2.9 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Fractal Analytics

    Foundations of Machine Learning

    Skills you'll gain: Model Evaluation, Model Deployment, Applied Machine Learning, Machine Learning, Machine Learning Methods, Supervised Learning, Regression Analysis, Decision Tree Learning, Machine Learning Algorithms, Model Training, Feature Engineering, Data Preprocessing, Unsupervised Learning, Predictive Modeling, Model Optimization, Logistic Regression, Anomaly Detection, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Emory University

    Marketing Channel Functions

    Skills you'll gain: Marketing Channel, Marketing Effectiveness, Wholesaling, Market Dynamics, Revenue Management, Strategic Marketing, Business Marketing, Compensation Management, Compensation Analysis, Supply Chain, Gap Analysis, Consumer Behaviour, Case Studies, Demand Planning, Process Optimization, Coordination, Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Skillshare

    Understand & Use AI – ChatGPT with Smart Prompting Tips

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, Generative AI, AI powered creativity, Large Language Modeling, AI Personalization, AI literacy, Process Optimization, Business Process Automation, LLM Application, Business Process, Content Creation, Social Media, Artificial Intelligence, Writing

    4.3
    Rating, 4.3 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    G

    Google DeepMind

    Getting Started with Google Gemini API

    Skills you'll gain: Google Gemini, Gemini, Cloud API, Application Programming Interface (API), Real Time Data, Prompt Engineering, Large Language Modeling, Token Optimization, Tool Calling, LLM Application, AI Workflows, JSON, Generative AI, Data Integration, Development Environment, Python Programming, Key Management, Debugging

    4.1
    Rating, 4.1 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • How to Build an Enterprise AI Strategy: STARWEAVER
  • AI & LLM Engineering Mastery - GenAI, RAG Complete Guide: Packt
  • Generative AI for SEO: Be the #1 Answer in AI Search: SkillsBooster Academy
  • Generative AI for Data Science: Microsoft
  • Pretraining LLMs: DeepLearning.AI
  • SEO Keyword Research - First Step In Your SEO - 2026: Alex Genadinik
  • Introduction to Six Sigma Training: Simplilearn
  • Power Automate: Building and Managing Automated Workflows: Whizlabs
  • Foundations of Machine Learning: Fractal Analytics
  • Marketing Channel Functions: Emory University

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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