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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


  • Status: Free Trial
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    E

    ESSEC Business School

    Strategic Business Analytics

    Skills you'll gain: Data-Driven Marketing, Marketing Analytics, Business Analytics, Statistical Programming, Forecasting, Peer Review, Statistical Methods, Data Presentation, Predictive Analytics, Customer Analysis, Case Studies, R (Software), Information Technology, Analytical Skills, Digital Transformation, Business Marketing, Advanced Analytics, Complex Problem Solving, Data Synthesis, R Programming

    4.4
    Rating, 4.4 out of 5 stars
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    1.3K reviews

    Advanced · Specialization · 3 - 6 Months

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    University of Pennsylvania

    Social Norms, Social Change I

    Skills you'll gain: Sociology, Social Sciences, Social Impact, Culture, Social Justice, Socioeconomics, Social Determinants Of Health, Public Policies, Behavioral Economics, Surveys, Program Evaluation, Game Theory, Qualitative Research, Data Collection, Survey Creation, Research

    4.6
    Rating, 4.6 out of 5 stars
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    2.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Michigan

    Model Thinking

    Skills you'll gain: Mathematical Modeling, Mathematics and Mathematical Modeling, Systems Thinking, Strategic Decision-Making, Innovation, Diversity Awareness, Social Sciences, Predictive Modeling, Data-Driven Decision-Making, Social Studies, Strategic Thinking, Decision Making, Critical Thinking, Network Analysis, Economics, Economic Development, Probability, Probability & Statistics, Market Dynamics, Coordination

    4.8
    Rating, 4.8 out of 5 stars
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    2.3K reviews

    Intermediate · Course · 1 - 3 Months

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    IBM

    Generative AI for NLP with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Fine-tuning, Convolutional Neural Networks, Deep Learning, Natural Language Processing, Embeddings, Hugging Face, Computer Vision, Supervised Learning, Classification Algorithms, Data Preprocessing, Predictive Modeling, Machine Learning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Statistical Methods, Probability & Statistics, Machine Learning Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    2.1K reviews

    Advanced · Specialization · 3 - 6 Months

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    Erasmus University Rotterdam

    Advanced Valuation and Strategy - M&A, Private Equity, and Venture Capital

    Skills you'll gain: Strategic Decision-Making, Business Valuation, Private Equity, Mergers & Acquisitions, Game Theory, Corporate Strategy, Strategic Thinking, Capital Budgeting, Financial Analysis, Business Strategy, Financial Statement Analysis, Return On Investment, Investment Banking, Decision Making, Cash Flows, Bidding, Growth Strategies, Corporate Finance, Competitive Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    1.4K reviews

    Advanced · Course · 1 - 3 Months

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    Microsoft

    Microsoft Foundations of Cybersecurity, Networking, and Cloud Systems

    Skills you'll gain: Cryptography, Network Monitoring, Network Security, Distributed Denial-Of-Service (DDoS) Attacks, Computer Systems, Data Storage Technologies, Cybersecurity, Threat Detection, Security Controls, General Networking, Cloud Computing, Microsoft Azure, Active Directory, Encryption, Firewall, Operating Systems, Authentications, Authorization (Computing), General Data Protection Regulation (GDPR), Business Software

    4.7
    Rating, 4.7 out of 5 stars
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    2.6K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Michigan

    Understanding and Visualizing Data with Python

    Skills you'll gain: Sampling (Statistics), Data Visualization, Plot (Graphics), Data Literacy, Statistics, Scientific Visualization, Matplotlib, Statistical Visualization, Probability & Statistics, Jupyter, Statistical Methods, Data Analysis, Statistical Analysis, Exploratory Data Analysis, Descriptive Statistics, Statistical Inference, NumPy, Data Dictionary, Box Plots, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    2.7K reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Clinical Research in Healthcare

    Skills you'll gain: Clinical Research, Clinical Trials, Clinical Research Coordination, Qualitative Research, Health Technology, Clinical Trial Management Systems, Health Care, Health Care Procedure and Regulation, Healthcare Industry Knowledge, Health Care Administration, Clinical Monitoring, Medical Science and Research, Care Management, Research Methodologies, Research, Insurance, Healthcare 5.0, Analysis, Planning, Environment

    4.7
    Rating, 4.7 out of 5 stars
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    7 reviews

    Mixed · Course · 1 - 4 Weeks

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    Indian School of Business

    A Life of Happiness and Fulfillment

    Skills you'll gain: Behavioral Economics, Habit Formation, Psychology, Personal Development, Decision Making, Self-Awareness, Mindfulness

    4.8
    Rating, 4.8 out of 5 stars
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    5.9K reviews

    Mixed · Course · 1 - 3 Months

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    Birla Institute of Technology & Science, Pilani

    Introduction to Machine Learning

    Skills you'll gain: Supervised Learning, Applied Machine Learning, Feature Engineering, Machine Learning Methods, Machine Learning Algorithms, Statistical Machine Learning, Predictive Modeling, Model Training, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Regression Analysis, Bayesian Statistics, Artificial Intelligence and Machine Learning (AI/ML), Logistic Regression, Classification Algorithms, Decision Tree Learning, Model Optimization, Data Preprocessing, Probability & Statistics

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    U

    University of Colorado Boulder

    Foundations of Reinforcement Learning

    Skills you'll gain: Reinforcement Learning, Deep Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Computational Logic, Model Evaluation, Markov Model, Responsible AI, Machine Learning Algorithms, Decision Intelligence, AI Workflows, Model Optimization, Artificial Intelligence, Agentic systems, Machine Learning, Algorithms, Artificial Neural Networks, Statistical Machine Learning, Theoretical Computer Science, Applied Mathematics

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Status: Free Trial
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    B

    British Standards Institution

    Assessing neural network robustness: ISO/IEC 24029-1:2021

    Skills you'll gain: Model Evaluation, Vulnerability Assessments, Performance Testing, Risking, Verification And Validation, Artificial Neural Networks, Statistical Methods, Deep Learning, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Test Data, Regression Analysis

    Intermediate · Course · 1 - 3 Months

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

  • Strategic Business Analytics: ESSEC Business School
  • Social Norms, Social Change I: University of Pennsylvania
  • Model Thinking: University of Michigan
  • Generative AI for NLP with PyTorch: IBM
  • Advanced Valuation and Strategy - M&A, Private Equity, and Venture Capital: Erasmus University Rotterdam
  • Microsoft Foundations of Cybersecurity, Networking, and Cloud Systems: Microsoft
  • Understanding and Visualizing Data with Python: University of Michigan
  • Clinical Research in Healthcare: EDUCBA
  • A Life of Happiness and Fulfillment: Indian School of Business
  • Introduction to Machine Learning: Birla Institute of Technology & Science, Pilani

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