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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


  • U

    University of Colorado System

    Data Science for Marketing

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Statistical Hypothesis Testing, Advanced Analytics, Machine Learning

    ★ 4.9 (16) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • P

    Packt

    AI & Quantum Computing – Zero to Expert Bootcamp

    Skills you'll gain: Reinforcement Learning, Deep Learning, Model Training, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Tensorflow, Machine Learning, Quantum computing, Machine Learning Algorithms, Artificial Intelligence, Model Optimization, Artificial Neural Networks, Algorithms, Python Programming

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Credit offered
    Credit offered
  • S

    SkillsBooster Academy

    Microsoft Excel: From Basics to AI-Powered Workflows

    Skills you'll gain: Microsoft Excel, Data Ethics, Microsoft Copilot, Excel Macros, Excel Formulas, Microsoft Power Platform, Microsoft Access, Workflow Management, ChatGPT, Microsoft 365, Microsoft Office, Microsoft Teams, Microsoft Project, Business Workflow Analysis, Test Tools, Software Development Tools, Operational Excellence, Microsoft Windows, Interactive Learning, Devops Tools

    ★ 4.4 (18) · Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
    Category: Credit offered
    Credit offered
  • B

    Board Infinity

    Key Enablers and Challenges in Implementing Industry 4.0

    Skills you'll gain: Process Optimization, Process Improvement and Optimization, Process Improvement, Innovation, Workforce Development, Workforce Planning, Digital Transformation, Technology Strategies, Culture Transformation, Cost Management, Manufacturing Operations, Workforce Management, Employee Training, Budget Management, Business Transformation, Emerging Technologies, Program Implementation, Capital Expenditure, Organizational Change, Regulatory Requirements

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • L

    L&T EduTech

    Modelling, Analysis and Design of Steel Buildings

    Skills you'll gain: Structural Engineering, Structural Analysis, Building Design, Civil and Architectural Engineering, Architecture and Construction, Computer-Aided Design, Failure Analysis, Engineering Analysis, Engineering Calculations, 3D Modeling, Engineering Design Process, Simulation and Simulation Software, Engineering Software

    ★ 5 (25) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Object Localization with TensorFlow

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Data Synthesis, Model Training, Convolutional Neural Networks, Image Analysis, Computer Vision, Artificial Neural Networks, Model Evaluation, Applied Machine Learning, Deep Learning, Machine Learning, Python Programming

    ★ 4.3 (117) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Energy Modeling: Predicting & Optimizing Consumption

    Skills you'll gain: Scenario Testing, Energy and Utilities, Predictive Analytics, Gemini, Laboratory Experience, Google Gemini, Model Optimization, Predictive Modeling, Data-Driven Decision-Making, Forecasting, Analytics, 3D Modeling, Simulations, Sustainable Technologies, Data Visualization, AI Integrations, Search Engine Optimization

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
    Category: Credit offered
    Credit offered
  • E

    EDUCBA

    Oracle PL/SQL 21c: Programming & Triggers

    Skills you'll gain: Oracle SQL Developer, Oracle Databases, Data Integrity, Business Logic, Stored Procedure, SQL, Business Process Automation, Data Persistence, Database Design, Database Development, Performance Tuning, Relational Databases, Dependency Analysis, Database Management, Database Management Systems, Computational Thinking, Database Application, Web Services, Data Access, Programming Principles

    ★ 4.8 (54) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • J

    Johns Hopkins University

    Introduction to Neural Networks

    Skills you'll gain: Convolutional Neural Networks, Model Optimization, Artificial Neural Networks, Deep Learning, Machine Learning Algorithms, Machine Learning Methods, Model Training, Image Analysis, Machine Learning, Computer Vision, Model Evaluation, Algorithms

    ★ 4.2 (10) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • E

    EDUCBA

    Oracle SQL 21c: Database Design & Query Mastery

    Skills you'll gain: Oracle SQL Developer, Oracle Databases, Database Design, Data Manipulation, SQL, Relational Databases, Database Management, Database Management Systems, Databases, Database Development, Query Languages, Data Transformation, Data Management, Case Studies, Pivot Tables And Charts, Data Analysis, Data Integration, Performance Tuning, Business Intelligence, Analytics

    ★ 4.6 (30) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • P

    Packt

    Playwright Python and Pytest for Web Automation Testing

    Skills you'll gain: Continuous Integration, Test Automation, Authentications, CI/CD, Test Script Development, API Testing, Software Testing, Behavior-Driven Development, Gherkin (Scripting Language), Event-Driven Programming, GitHub, Cascading Style Sheets (CSS), User Interface (UI)

    ★ 4.3 (21) · Intermediate · Course · 3 - 6 Months

    Category: Credit offered
    Credit offered
  • P

    Packt

    PMI Agile Certified Practitioner (PMI-ACP)

    Skills you'll gain: Agile Project Management, Sprint Retrospectives, Scaled Agile Framework, Agile Methodology, Leadership Studies, Project Risk Management, Emotional Intelligence, Team Management, Risk Management, Agile Software Development, Agile Product Development, Team Performance Management, Team Leadership, User Story, Leadership and Management, Initiative and Leadership, Employee Coaching, Kanban Principles, Project Management Institute (PMI) Methodology, Prioritization

    ★ 4.6 (17) · Intermediate · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
1…434445…182

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

  • Data Science for Marketing: University of Colorado System
  • AI & Quantum Computing – Zero to Expert Bootcamp: Packt
  • Microsoft Excel: From Basics to AI-Powered Workflows: SkillsBooster Academy
  • Key Enablers and Challenges in Implementing Industry 4.0: Board Infinity
  • Modelling, Analysis and Design of Steel Buildings: L&T EduTech
  • Object Localization with TensorFlow: Coursera
  • Energy Modeling: Predicting & Optimizing Consumption: Coursera
  • Oracle PL/SQL 21c: Programming & Triggers: EDUCBA
  • Introduction to Neural Networks: Johns Hopkins University
  • Oracle SQL 21c: Database Design & Query Mastery: EDUCBA

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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