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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
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    Coursera

    GenAI for Product Marketers: Data-Driven Campaigns

    Skills you'll gain: AI Personalization, Marketing Analytics, A/B Testing, Marketing Strategies, Marketing Effectiveness, Product Marketing, Campaign Management, Marketing, Advertising Campaigns, Performance Measurement, Generative AI, Target Audience, Google Ads, Predictive Analytics, AI Enablement, ChatGPT, Analytics, Automation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Coursera

    GenAI for Account Managers: Personalizing Client Engagement

    Skills you'll gain: Account Management, AI Personalization, Customer Engagement, Customer Communications Management, Generative AI, Customer Insights, Prompt Engineering, Communication, Predictive Analytics, Scalability, Customer Relationship Management (CRM) Software, Email Automation, Responsible AI, Business Process Automation, Analytics, Automation

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Оптимизация портфеля с помощью модели Марковица

    Skills you'll gain: Financial Analysis, Return On Investment, Portfolio Management, Financial Modeling, Portfolio Risk, Correlation Analysis, Investment Management, Variance Analysis, Asset Management

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
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    Adobe

    Creative Process and Project Design with Adobe Illustrator

    Skills you'll gain: Adobe Illustrator, Ideation, Brainstorming, Conceptual Design, Professional Development, Design Strategies, Planning, Graphic and Visual Design, Creativity, Workflow Management, Adobe Creative Cloud, Creative Design, Design, Mockups, Visual Design, Prototyping, Collaboration, Process Optimization

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Aptly

    Google Search Advertising Implementation

    Skills you'll gain: Google Ads, Advertising Campaigns, Search Engine Marketing, Pay Per Click Advertising, Performance Analysis, Performance marketing, Bidding, Campaign Management, Online Advertising, Digital Advertising, Web Analytics, Advertising, Performance Metric, Keyword Research, Key Performance Indicators (KPIs), Target Audience, Performance Management

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    Packt

    Mastering MongoDB 7.0

    Skills you'll gain: MongoDB, Data Modeling, Query Languages, Data Security, Database Architecture and Administration, NoSQL, System Monitoring, Database Management, Development Environment, Performance Tuning, Scalability, Encryption, Data Transformation

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Building Recommender Systems with Machine Learning and AI

    Skills you'll gain: Apache Spark, Artificial Intelligence and Machine Learning (AI/ML), AWS SageMaker, Scalability, Tensorflow, Dimensionality Reduction, Autoencoders, Applied Machine Learning, Python Programming, Fraud detection, Unsupervised Learning, Data Preprocessing, Model Evaluation, Performance Tuning

    Intermediate · Course · 3 - 6 Months

  • Status: Preview
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    Starweaver

    Gen AI Sales Forecasting and Marketing Analysis

    Skills you'll gain: Responsible AI, Data Ethics, Google Gemini, Customer Analysis, Marketing Analytics, Generative AI, Business Marketing, AI Enablement, Governance, AI Security, Sales Strategy, AI Personalization, Customer Insights, Marketing Strategies, ChatGPT, Forecasting, Automation, Analysis, Process Optimization, Visualization (Computer Graphics)

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    R

    Real Madrid Graduate School Universidad Europea

    IA para el rendimiento y entrenamiento de jugadores

    Skills you'll gain: Injury Prevention, Predictive Analytics, Advanced Analytics, Data-Driven Decision-Making, People Analytics, Rehabilitation, Artificial Intelligence, Data Analysis, Real Time Data, Health Technology, Competitive Analysis, Process Optimization, Coaching, Organizational Strategy, Technology Solutions, Goal Setting, Virtual Reality, Talent Recruitment, Data Collection, Physical Science

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    AI for Brand Visibility

    Skills you'll gain: Prompt Engineering, Generative AI, Generative AI Agents, Marketing Design, Web Content Accessibility Guidelines, Marketing Materials, Brand Awareness, Marketing, Advertising Campaigns, Branding, Search Engine Optimization, Marketing Analytics, AI Workflows, Large Language Modeling

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Advanced UI with Material 3: Customization & Performance

    Skills you'll gain: Responsive Web Design, UI Components, User Interface (UI) Design, Web Design, User Interface and User Experience (UI/UX) Design, Figma (Design Software), Performance Tuning, Prototyping, Design, Style Guides

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
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    DeepLearning.AI

    심층 신경망 개선: 하이퍼파라미터 튜닝, 정규화 및 최적화

    Skills you'll gain: Tensorflow, Deep Learning, Performance Tuning, Model Evaluation, Machine Learning Methods, Artificial Neural Networks, Debugging, Machine Learning, Algorithms

    4.6
    Rating, 4.6 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

  • GenAI for Product Marketers: Data-Driven Campaigns: Coursera
  • GenAI for Account Managers: Personalizing Client Engagement: Coursera
  • Оптимизация портфеля с помощью модели Марковица: Coursera
  • Creative Process and Project Design with Adobe Illustrator: Adobe
  • Google Search Advertising Implementation: Aptly
  • Mastering MongoDB 7.0: Packt
  • Building Recommender Systems with Machine Learning and AI: Packt
  • Gen AI Sales Forecasting and Marketing Analysis: Starweaver
  • IA para el rendimiento y entrenamiento de jugadores: Real Madrid Graduate School Universidad Europea
  • AI for Brand Visibility: Coursera

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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