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  • Quantitative Methods

Quantitative Methods Courses

Quantitative methods courses can help you learn statistical analysis, data visualization, regression techniques, and experimental design. You can build skills in hypothesis testing, data interpretation, and predictive modeling. Many courses introduce tools like R, Python, and Excel, that support analyzing data sets and applying quantitative techniques in various fields such as economics, healthcare, and social sciences.


Popular Quantitative Methods Courses and Certifications


  • T

    The Chinese University of Hong Kong

    Advanced Modeling for Discrete Optimization

    Skills you'll gain: Debugging, Mathematical Modeling, Operations Research, Combinatorics, Graph Theory, Algorithms, Geometry, Data Structures

    4.9
    Rating, 4.9 out of 5 stars
    ·
    139 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    E

    EIT Digital

    Data Science for Business Innovation

    Skills you'll gain: Data Strategy, Data-Driven Decision-Making, Big Data, Data Science, NoSQL, Data Modeling, Data Storage Technologies, Analytics, Business Analytics, Data Analysis, Data Ethics, Machine Learning, Unsupervised Learning, Regression Analysis, Classification And Regression Tree (CART), Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML)

    4.3
    Rating, 4.3 out of 5 stars
    ·
    270 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Introduction to Machine Learning: Supervised Learning

    Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Scikit Learn (Machine Learning Library), Matplotlib, Random Forest Algorithm, Machine Learning, Predictive Modeling, Data Science, Python Programming, Classification And Regression Tree (CART), Mathematical Modeling, Applied Mathematics, Exploratory Data Analysis, Statistical Programming, Regression Analysis, Feature Engineering, Data Cleansing, Performance Tuning

    Build toward a degree

    3.3
    Rating, 3.3 out of 5 stars
    ·
    86 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Creativity Toolkit II: Creative Collaboration

    Skills you'll gain: Collaboration, Leadership, Presentations, Creativity, Teamwork, Innovation, Creative Thinking, Cross-Functional Collaboration, People Management, Persuasive Communication, Influencing, Storytelling, Communication, Social Skills, Decision Making, Culture

    4.8
    Rating, 4.8 out of 5 stars
    ·
    409 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    Erasmus University Rotterdam

    The Epistemic Quest for Truth: Introduction to epistemology

    Skills you'll gain: Case Studies, Research, Scientific Methods, Investigation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    111 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    .Net Full Stack Foundation

    Skills you'll gain: Application Development, Application Frameworks, Program Development, Development Environment, Microsoft Visual Studio

    4.1
    Rating, 4.1 out of 5 stars
    ·
    282 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    N

    National Taiwan University

    Operations Research (2): Optimization Algorithms

    Skills you'll gain: Operations Research, Linear Algebra, Applied Mathematics, Algorithms, Process Optimization, Program Implementation, Computational Thinking, Operational Analysis, Mathematical Modeling, Decision Making, Business Analytics

    4.9
    Rating, 4.9 out of 5 stars
    ·
    158 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad Nacional Autónoma de México

    Solución de problemas y toma de decisiones

    Skills you'll gain: Creative Problem-Solving, Brainstorming, Cognitive flexibility, Problem Solving, Creative Thinking, Staff Management, Decision Making, Critical Thinking, Teamwork, Collaboration, Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    720 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    K

    Kennesaw State University

    The Improve Phase for the 6 σ Black Belt

    Skills you'll gain: Lean Methodologies, Lean Six Sigma, Six Sigma Methodology, Performance Measurement, Process Improvement, Continuous Improvement Process, Process Analysis, Statistical Methods, Statistical Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    41 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Engineering Maintainable Android Apps

    Skills you'll gain: JUnit, Unit Testing, Maintainability, Software Design Patterns, Software Testing, Test Automation, Integration Testing, Test Driven Development (TDD), Testability, Software Engineering, System Testing, Android Development, Application Security, Software Architecture, Application Design

    4.5
    Rating, 4.5 out of 5 stars
    ·
    297 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Applying Data Analytics in Marketing

    Skills you'll gain: Marketing Analytics, Advanced Analytics, Customer Retention, Analytics, Predictive Modeling, Marketing, Data Analysis, Social Network Analysis, Data Ethics, Market Analysis, Customer Insights, Text Mining, Predictive Analytics, Responsible AI, Consumer Behaviour, Pandas (Python Package), Marketing Strategy and Techniques, Digital Marketing, Machine Learning, Generative AI

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    188 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Pennsylvania

    Philosophy of Science

    Skills you'll gain: Scientific Methods, Science and Research, Research, Experimentation, Research Methodologies, Research Design, Data Collection, Peer Review, Simulations, Ethical Standards And Conduct

    4.7
    Rating, 4.7 out of 5 stars
    ·
    250 reviews

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular quantitative methods courses

  • Advanced Modeling for Discrete Optimization: The Chinese University of Hong Kong
  • Data Science for Business Innovation: EIT Digital
  • Introduction to Machine Learning: Supervised Learning: University of Colorado Boulder
  • Creativity Toolkit II: Creative Collaboration: University of Illinois Urbana-Champaign
  • The Epistemic Quest for Truth: Introduction to epistemology: Erasmus University Rotterdam
  • .Net Full Stack Foundation: Board Infinity
  • Operations Research (2): Optimization Algorithms: National Taiwan University
  • Solución de problemas y toma de decisiones: Universidad Nacional Autónoma de México
  • The Improve Phase for the 6 σ Black Belt: Kennesaw State University
  • Engineering Maintainable Android Apps: Vanderbilt University

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