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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
    Free Trial
    C

    Coursera

    Generate Visuals for A/B Testing Success

    Skills you'll gain: Prompt Engineering, Generative AI, A/B Testing, Generative AI Agents, Web Content, Content Management, Campaign Management, Content Optimization, Branding, Text Mining

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Machine Learning in Python: Analyze & Apply

    Skills you'll gain: Matplotlib, Plot (Graphics), NumPy, Pandas (Python Package), Applied Machine Learning, Python Programming, Scikit Learn (Machine Learning Library), Data Visualization, Supervised Learning, Feature Engineering, Machine Learning, Natural Language Processing, Model Optimization, Machine Learning Algorithms, Text Mining, Data Manipulation, Predictive Modeling, Model Training, Unsupervised Learning, Data Management

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Service Integration and Management (SIAM) Foundation

    Skills you'll gain: Service Management, Information Technology Infrastructure Library, IT Service Management, Systems Integration, Control Objectives for Information and Related Technology (COBIT), Service Level Agreement, Supplier Relationship Management, Supplier Performance Management, Strategic Sourcing, Culture Transformation, Process Development, Organizational Structure, Risk Management Framework, Change Management, Cross-Functional Collaboration, Governance, Risk Analysis, Process Improvement and Optimization, Risk Management, Continuous Improvement Process

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Coursera

    Salesforce Agents: Building AI-Powered Automations

    Skills you'll gain: Salesforce, Business Process Automation, Agentic Workflows, Generative AI Agents, AI Enablement, Salesforce Development, AI Workflows, Agentic systems, Automation, AI Product Strategy, Business Workflow Analysis, Process Optimization, Workflow Management, AI Integrations, Customer experience improvement, Scalability, Organizational Change, Performance Measurement, Business Metrics

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Feature Engineering - 한국어

    Skills you'll gain: Feature Engineering, Data Preprocessing, Model Optimization, Dataflow, Tensorflow, Data Pipelines, Data Processing, Keras (Neural Network Library), Applied Machine Learning, Data Store, Machine Learning Methods, Data Transformation, Statistical Machine Learning, Real Time Data, Google Cloud Platform

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    ATtiny Microcontroller Development for Arduino Programmers

    Skills you'll gain: Embedded Software, Embedded Systems, Development Environment, Electronic Hardware, Electronics, 3D Modeling, Microarchitecture, Hardware Design, Computer Programming Tools, USB, Electronic Components, Energy and Utilities, Program Development, Integrated Development Environments, Display Devices, Computer Programming, Environmental Monitoring

    Intermediate · Course · 3 - 6 Months

  • Status: Preview
    Preview
    S

    Siemens

    응용 전산 유체 역학

    Skills you'll gain: Engineering Analysis, Thermal Management, Simulation and Simulation Software, Simulations, Mechanical Engineering, Numerical Analysis, Engineering, Mathematical Modeling, Model Optimization

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    G

    Google Cloud

    Attention Mechanism - 简体中文

    Skills you'll gain: Model Optimization, Machine Learning Methods, Deep Learning, Artificial Neural Networks, Data Processing, Text Mining

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    MongoDB Tutorial for Beginners (2024)

    Skills you'll gain: Query Languages, MySQL, Database Systems, SQL, Database Software, Databases, Data Store, Performance Tuning, Software Installation, Document Management, Data Management, Microsoft Windows, System Configuration

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Boost SEO: On-Page Elements

    Skills you'll gain: Content Optimization, Generative Engine Optimization (GEO), Keyword Research, Web Content, Content Creation

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Advanced UI with Material 3: Customization & Performance

    Skills you'll gain: Responsive Web Design, UI Components, User Interface (UI) Design, Application Design, Web Design, User Interface and User Experience (UI/UX) Design, Frontend Performance, Figma (Design Software), Design Elements And Principles, Style Guides

    Intermediate · Guided Project · Less Than 2 Hours

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

    Coursera

    Building Vision and NLP Workflows with TensorFlow pipelines

    Skills you'll gain: Model Evaluation, Image Analysis, Computer Vision, Vision Transformer (ViT), Tensorflow, Keras (Neural Network Library), AI Workflows, Model Training, Embeddings, Deep Learning, Large Language Modeling, Natural Language Processing, Model Deployment, Model Optimization, Data Pipelines, Risk Modeling, Data Preprocessing

    Intermediate · Course · 1 - 3 Months

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

  • Generate Visuals for A/B Testing Success: Coursera
  • Machine Learning in Python: Analyze & Apply: EDUCBA
  • Service Integration and Management (SIAM) Foundation: Packt
  • Salesforce Agents: Building AI-Powered Automations: Coursera
  • Feature Engineering - 한국어: Google Cloud
  • ATtiny Microcontroller Development for Arduino Programmers: Packt
  • 응용 전산 유체 역학: Siemens
  • Attention Mechanism - 简体中文: Google Cloud
  • MongoDB Tutorial for Beginners (2024): Packt
  • Boost SEO: On-Page Elements: 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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