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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
    Free
    C

    Coursera

    Create a website with MailChimp

    Skills you'll gain: Search Engine Optimization, Content Management, Content Management Systems, Web Content, Web Design, Web Presence, Information Architecture, Web Design and Development, Goal Setting, Digital Publishing, Editing, Writing and Editing, Photo Editing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    87 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    Data Analytics for Digital Transformation

    Skills you'll gain: Digital Transformation, Predictive Modeling, Customer experience strategy (CX), Analytics, Predictive Analytics, Simulations, Simulation and Simulation Software, Advanced Analytics, Business Transformation, Scikit Learn (Machine Learning Library), Model Evaluation, Data-Driven Decision-Making, Operations Research, Internet Of Things, Model Training, Ethical Standards And Conduct, Cloud Computing, Data Ethics, Business Analytics, Process Optimization

    4.9
    Rating, 4.9 out of 5 stars
    ·
    34 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    I

    IESE Business School

    How to Build an Effective Service Company

    Skills you'll gain: Lean Methodologies, Workforce Management, Lean Manufacturing, Service Improvement, Operations Management, Operational Excellence, Operational Performance Management, Business Process Management, Process Optimization, Service Management, Operational Efficiency, Workforce Planning, Staff Management, Business Transformation, Process Analysis, Sustainable Business, Process Flow Diagrams, Capacity Management, Client Services, Capacity Planning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    J

    Johns Hopkins University

    Managing AI Projects: From Strategy to Delivery

    Skills you'll gain: Responsible AI, Stakeholder Engagement, Stakeholder Management, Team Performance Management, Project Management, Technical Management, Project Risk Management, Human Capital, Data Ethics, Workforce Management, Risk Mitigation, Project Management Life Cycle, Stakeholder Communications, Agile Methodology, Risk Analysis, Artificial Intelligence, Team Management, Team Building, Cross-Functional Team Leadership, Scalability

    4.5
    Rating, 4.5 out of 5 stars
    ·
    49 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    Starweaver

    Supply Chain Management for E-commerce

    Skills you'll gain: E-Commerce, Strategic Sourcing, Supply Chain Management, Procurement, Supply Chain, Supply Chain Systems, Supply Chain Planning, Logistics Management, Order Fulfillment, Supplier Management, Logistics, Business Technologies, Technology Strategies, Corporate Sustainability, Customer experience improvement, Automation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    44 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rutgers the State University of New Jersey

    Business Process Management in Healthcare Organizations

    Skills you'll gain: Business Process, Business Process Management, Process Improvement, Process Development, Patient-centered Care, Process Management, Process Design, Business Process Improvement, Process Improvement and Optimization, Medical Records, Health Information Management and Medical Records, Electronic Medical Record, Writing, Health Systems, Business Writing, Healthcare Industry Knowledge, Innovation, Entrepreneurship

    4.6
    Rating, 4.6 out of 5 stars
    ·
    172 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    I

    Intel

    An Introduction to Practical Deep Learning

    Skills you'll gain: Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Transfer Learning, Model Optimization, Recurrent Neural Networks (RNNs), Fine-tuning, Image Analysis, Generative Adversarial Networks (GANs), Model Training, Computer Vision, Natural Language Processing, Scalability, Reinforcement Learning, Distributed Computing

    4.3
    Rating, 4.3 out of 5 stars
    ·
    150 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Amazon

    Generative AI in Software Development

    Skills you'll gain: Decision Intelligence, Digital Transformation, GitHub Copilot, Generative AI, ChatGPT, Software Development Tools, AI literacy, Business Transformation, LLM Application, Program Development, AI Integrations, Operational Efficiency, Responsible AI, User Interface (UI) Design, Debugging

    4.6
    Rating, 4.6 out of 5 stars
    ·
    26 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    T

    Tecnológico de Monterrey

    2.- El Cálculo - Modelo Cuadrático

    Skills you'll gain: Digital pedagogy, Education Software and Technology, Calculus, Applied Mathematics, Mechanics, Algebra, Mathematical Modeling, General Mathematics, Model Optimization, Mathematics Education, Mathematical Software, Graphing, Derivatives, Graphical Tools

    4.8
    Rating, 4.8 out of 5 stars
    ·
    341 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad de los Andes

    Modelos predictivos con aprendizaje automático

    Skills you'll gain: Data Ethics, Predictive Modeling, Classification And Regression Tree (CART), Statistical Machine Learning, Supervised Learning, Machine Learning Methods, Regression Analysis, Model Training, Applied Machine Learning, Predictive Analytics, Model Evaluation, Machine Learning Software, Scikit Learn (Machine Learning Library), Machine Learning, Machine Learning Algorithms, Classification Algorithms, Decision Tree Learning, Responsible AI, Model Optimization, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    79 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Deploying Machine Learning Models

    Skills you'll gain: Model Deployment, Data Manipulation, MLOps (Machine Learning Operations), Web Frameworks, Model Evaluation, Applied Machine Learning, Flask (Web Framework), Data Preprocessing, Django (Web Framework), Web Applications, Model Optimization, Data Cleansing, AI Personalization, Predictive Modeling, Machine Learning, Machine Learning Algorithms, Python Programming

    3.6
    Rating, 3.6 out of 5 stars
    ·
    54 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    P

    Politecnico di Milano

    Modelling and measuring the Energy Transition

    Skills you'll gain: Climate Change Mitigation, Product Lifecycle Management, Energy and Utilities, Environmental Science, Sustainable Development, Mathematical Modeling, Analysis, Microsoft Excel, Process Analysis, Data Literacy, Scenario Testing, Model Optimization, Open Source Technology

    4.4
    Rating, 4.4 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Create a website with MailChimp: Coursera
  • Data Analytics for Digital Transformation: Dartmouth College
  • How to Build an Effective Service Company: IESE Business School
  • Managing AI Projects: From Strategy to Delivery: Johns Hopkins University
  • Supply Chain Management for E-commerce: Starweaver
  • Business Process Management in Healthcare Organizations: Rutgers the State University of New Jersey
  • An Introduction to Practical Deep Learning: Intel
  • Generative AI in Software Development: Amazon
  • 2.- El Cálculo - Modelo Cuadrático: Tecnológico de Monterrey
  • Modelos predictivos con aprendizaje automático: Universidad de los Andes

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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