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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: New
    New
    Status: Free Trial
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    Microsoft

    Strategic PM using GenAI for Account Managers

    Skills you'll gain: Responsible AI, Account Management, Content Management, Microsoft Copilot, Account Strategy, Microsoft 365, Project Management, File Management, Document Management, Business Strategies, Strategic Thinking, Process Development, Process Optimization, Content Development and Management, Process Improvement and Optimization, Information Management, Business Process, Business Process Management, AI Integrations

    Advanced · Course · 1 - 4 Weeks

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

    Coursera

    End-to-End Multimodal AI: Fine-Tuning, Fusion, and MLOps

    Skills you'll gain: API Design, MLOps (Machine Learning Operations), Restful API, Fine-tuning, OAuth, Model Deployment, Application Programming Interface (API), Technical Communication, Model Training, Model Evaluation, Transfer Learning, Vision Transformer (ViT), Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Solution Architecture, Machine Learning, Data Architecture, Machine Learning Algorithms, Data Science

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Coursera

    TikTok Analytics: Optimize Performance

    Skills you'll gain: Content Performance Analysis, TikTok, Social Media Analytics, Driving engagement, Social Media Content, Content Creation, Data-Driven Marketing, Content Optimization, Content Strategy, Target Audience, Performance Analysis, Performance Metric, Performance Measurement, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
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    Google Cloud

    Introduction to Vertex AI Studio - Bahasa Indonesia

    Skills you'll gain: Gemini, Google Gemini, Generative AI, Prompt Engineering Tools, Multimodal Prompts, Prompt Engineering, Model Optimization, Google Cloud Platform, Fine-tuning, Prototyping, Product Lifecycle Management, Model Deployment

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Deep RL Algorithms and Applications

    Skills you'll gain: Reinforcement Learning, Deep Learning, Model Optimization, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Machine Learning, Model Training, Applied Machine Learning, Natural Language Processing, Performance Tuning

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Evaluate & Optimize LLM Performance

    Skills you'll gain: Statistical Hypothesis Testing, Data-Driven Decision-Making, LLM Application, Statistical Methods, Performance Metric, Statistical Inference, Probability & Statistics, Statistical Analysis, Test Script Development, Large Language Modeling, Model Evaluation, Model Optimization, Prompt Engineering, Natural Language Processing, Scripting, Embeddings

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Audit SEO Gaps with SEMrush Reports

    Skills you'll gain: Search Engine Optimization, Web Analytics and SEO, Competitive Intelligence, Keyword Research, Performance Analysis, Market Intelligence, Market Analysis, Web Analytics, Auditing, Gap Analysis, Issue Tracking

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Field Sales Agents: Local Market Insights

    Skills you'll gain: Sales Territory Management, AI Personalization, Generative AI Agents, Sales Strategy, Customer Engagement, Regional Sales, Sales Process, Lead Generation, Market Intelligence, Sales Enablement, Real Time Data, Personalized Service, Anthropic Claude, Sales Development, AI Enablement, Market Analysis, Responsible AI, Customer Analysis, Ethical Standards And Conduct, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
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    Google Cloud

    Introduction to Vertex AI Studio - 한국어

    Skills you'll gain: Prompt Engineering, Google Gemini, Gemini, Prompt Engineering Tools, Prompt Patterns, Generative AI, Multimodal Prompts, Model Optimization, LLM Application, Fine-tuning, Google Cloud Platform, Prototyping, Application Deployment

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
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    CertNexus

    GenAIBIZ: Making Generative AI Work for Your Business

    Skills you'll gain: Generative AI, AI Enablement, AI literacy, Large Language Modeling, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Business Strategy, Data Strategy, Data Ethics, Artificial Neural Networks, Process Improvement, Process Improvement and Optimization, Cloud Computing, Operational Efficiency, Process Optimization, Big Data, Customer Service, Natural Language Processing, User Experience, Marketing

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Advanced Machine Learning with R: Apply & Predict

    Skills you'll gain: Dimensionality Reduction, R Programming, Time Series Analysis and Forecasting, Statistical Machine Learning, Machine Learning Algorithms, Applied Machine Learning, Unsupervised Learning, Predictive Modeling, Machine Learning, Text Mining, Classification Algorithms, Artificial Neural Networks, Forecasting, Data Mining, Data Preprocessing, Model Optimization, Model Evaluation, Exploratory Data Analysis

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Coaching Sales Professionals and Scaling Results

    Skills you'll gain: Sales Pipelines, Sales Process, Sales Management, Sales Enablement, Lifelong Learning, Sales, Sales Training, Sales Strategy, Professional Development, Sales Operations, Process Optimization, Sales Development, Personal Development, People Development, Stress Management, Mentorship, Growth Mindedness, Self-Motivation, Relationship Building, Customer Relationship Building

    Beginner · Course · 1 - 4 Weeks

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

  • Strategic PM using GenAI for Account Managers: Microsoft
  • End-to-End Multimodal AI: Fine-Tuning, Fusion, and MLOps: Coursera
  • TikTok Analytics: Optimize Performance: Coursera
  • Introduction to Vertex AI Studio - Bahasa Indonesia: Google Cloud
  • Advanced Deep RL Algorithms and Applications: Packt
  • Evaluate & Optimize LLM Performance: Coursera
  • Audit SEO Gaps with SEMrush Reports: Coursera
  • GenAI for Field Sales Agents: Local Market Insights: Coursera
  • Introduction to Vertex AI Studio - 한국어: Google Cloud
  • GenAIBIZ: Making Generative AI Work for Your Business: 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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