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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


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    Anthropic

    Model Context Protocol: Advanced Topics

    Skills you'll gain: Web Servers, File Management, Server Side

    Mixed · Course · 1 - 4 Weeks

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    University of Maryland, College Park

    Framework for Data Collection and Analysis

    Skills you'll gain: Surveys, Data Collection, Research Design, Data Quality, Data Analysis, Data Validation, Sampling (Statistics), Big Data, Statistical Methods

    4.2
    Rating, 4.2 out of 5 stars
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    773 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Pennsylvania

    Microeconomics: The Power of Markets

    Skills you'll gain: Supply And Demand, Economics, Market Dynamics, Market Analysis, Resource Allocation, Policy Analysis, Tax, Consumer Behaviour, Cost Benefit Analysis, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
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    1.7K reviews

    Mixed · Course · 1 - 3 Months

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    University of Washington

    Computational Neuroscience

    Skills you'll gain: Supervised Learning, Network Model, Matlab, Machine Learning Algorithms, Artificial Neural Networks, Computer Vision, Computer Science, Reinforcement Learning, Computational Thinking, Mathematical Modeling, Biology, Linear Algebra, Information Architecture, Differential Equations, Probability & Statistics

    4.6
    Rating, 4.6 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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    Stanford University

    Probabilistic Graphical Models 2: Inference

    Skills you'll gain: Bayesian Network, Statistical Inference, Markov Model, Graph Theory, Sampling (Statistics), Applied Machine Learning, Statistical Methods, Probability & Statistics, Algorithms, Machine Learning Algorithms, Computational Thinking

    4.6
    Rating, 4.6 out of 5 stars
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    488 reviews

    Advanced · Course · 1 - 3 Months

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    Edureka

    Generative AI for Security Fundamentals

    Skills you'll gain: Responsible AI, Large Language Modeling, IT Security Architecture, Data Ethics, Threat Modeling, Vulnerability Assessments, Security Engineering, Threat Detection, Cybersecurity, Information Systems Security, Cyber Security Strategy, Security Strategy, Security Management, Artificial Intelligence, Cyber Attacks, Cloud Security, Security Awareness, Enterprise Security, Distributed Denial-Of-Service (DDoS) Attacks, Incident Response

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Transformers in Action: A Practical Approach to NLP and AI

    Skills you'll gain: Artificial Neural Networks, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Peking University

    Advanced Neurobiology I

    Skills you'll gain: Electrophysiology, Neurology, Anatomy, Cell Biology, Molecular Biology, Physiology, Biology, Laboratory Techniques, Scientific Methods, Research

    4.1
    Rating, 4.1 out of 5 stars
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    639 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Decoding Large Language Models

    Skills you'll gain: Large Language Modeling, Generative Model Architectures, Prompt Engineering, Generative AI, Deep Learning, Natural Language Processing, Responsible AI, Application Deployment, Scalability, Operational Efficiency, Machine Learning, Performance Tuning, Systems Integration

    Advanced · Course · 3 - 6 Months

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    University of Colorado Boulder

    Reclaim Your Attention: Values-Aligned Media Consumption

    Skills you'll gain: Self-Motivation, Emotional Intelligence, Growth Mindedness, Mental Concentration, Personal Development, Compassion, Goal Setting, Empowerment, Health And Wellness Coaching, Self-Awareness, Self-Discipline, Decision Making, Critical Thinking, Mindfulness, Stress Management, Resilience, Creativity, Cognitive flexibility, Adaptability, Productivity

    Beginner · Course · 1 - 4 Weeks

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    Google

    Set and Achieve Team Goals

    Skills you'll gain: Team Leadership, Collaboration, Organizational Effectiveness, Productivity, Employee Engagement, Overcoming Obstacles

    4.9
    Rating, 4.9 out of 5 stars
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    33 reviews

    Beginner · Course · 1 - 4 Weeks

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    École Polytechnique

    How to Write and Publish a Scientific Paper (Project-Centered Course)

    Skills you'll gain: Peer Review, Journals, Scientific Methods, Research, Research Design, Proofreading, Research Methodologies, Editing, Ethical Standards And Conduct, Data Management

    4.6
    Rating, 4.6 out of 5 stars
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    2.7K reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Model Context Protocol: Advanced Topics: Anthropic
  • Framework for Data Collection and Analysis: University of Maryland, College Park
  • Microeconomics: The Power of Markets: University of Pennsylvania
  • Computational Neuroscience: University of Washington
  • Probabilistic Graphical Models 2: Inference: Stanford University
  • Generative AI for Security Fundamentals: Edureka
  • Transformers in Action: A Practical Approach to NLP and AI: Board Infinity
  • Advanced Neurobiology I: Peking University
  • Decoding Large Language Models: Packt
  • Reclaim Your Attention: Values-Aligned Media Consumption: University of Colorado Boulder

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