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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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    Microsoft

    Microsoft Data Analysis with Python & R

    Skills you'll gain: Git (Version Control System), Data Visualization, Data Presentation, Generative AI, Version Control, Matplotlib, Exploratory Data Analysis, Data Cleansing, Pandas (Python Package), R Programming, Tidyverse (R Package), Ggplot2, Jupyter, Python Programming, Microsoft Visual Studio, Statistical Visualization, Data Storytelling, GitHub, NumPy, Machine Learning Methods

    4.4
    Rating, 4.4 out of 5 stars
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    681 reviews

    Beginner · Specialization · 3 - 6 Months

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    British Standards Institution

    Managing Bias in AI Systems (ISO/IEC TR 24027:2021)

    Skills you'll gain: Risking, Data Ethics, Model Evaluation, Decision Intelligence, Artificial Intelligence, Ethical Standards And Conduct, Continuous Monitoring, Artificial Intelligence and Machine Learning (AI/ML), Statistical Methods, Machine Learning Methods, Data Quality, Law, Regulation, and Compliance, Human Factors, Regulation and Legal Compliance

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Deep Reinforcement Learning: From Theory to Practice

    Skills you'll gain: Reinforcement Learning, Deep Learning, Machine Learning Methods, Model Evaluation, Artificial Intelligence, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Model Training, Agentic systems, Model Optimization, Algorithms, Applied Machine Learning, System Design and Implementation

    Intermediate · Course · 1 - 3 Months

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    John Wiley & Sons

    Foundations of Machine Learning: Concepts, Tools, and Math

    Skills you'll gain: Data Literacy, Responsible AI, Machine Learning Methods, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Unstructured Data, Generative AI, Machine Learning Algorithms, Model Training, NumPy, Python Programming, Data Science, Scalability, Artificial Intelligence, Supervised Learning, Data Preprocessing, Unsupervised Learning, Feature Engineering, Algorithms

    Beginner · Course · 1 - 3 Months

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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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    Taipei Medical University

    Artificial Intelligence in Bioinformatics

    Skills you'll gain: Bioinformatics, Informatics, Model Training, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Technical Communication, Machine Learning Methods, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Applied Machine Learning, AI Workflows, Random Forest Algorithm, Artificial Intelligence, Predictive Modeling, Molecular Biology, Natural Language Processing, Biology, Data Analysis

    Beginner · Course · 1 - 3 Months

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    IE Business School

    Market Research and Consumer Behavior

    Skills you'll gain: Surveys, Survey Creation, Market Research, Business Research, Consumer Behaviour, Data Analysis, Marketing, Marketing Psychology, Research Methodologies, Data Collection, Marketing Strategies, Research Design, Target Market, Customer Insights, Customer Analysis, Decision Making, Psychology

    4.4
    Rating, 4.4 out of 5 stars
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    4.9K reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Cambridge

    Extra-Galactic Astronomy

    Skills you'll gain: Physical Science, Physics, Scientific Methods, General Science and Research, Taxonomy, electromagnetics, Spatial Data Analysis, Research, Structural Analysis, Image Analysis, Data Mapping, Data Analysis, Scientific Visualization, General Mathematics, Data Collection, Estimation

    Intermediate · Course · 1 - 3 Months

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    British Standards Institution

    Evaluating Machine Learning Classification Models

    Skills you'll gain: Statistical Methods, Statistical Hypothesis Testing, Performance Testing, Statistical Analysis, Supervised Learning, Machine Learning, Data Validation, Statistical Reporting, Technical Communication, Data Quality, Performance Analysis, Test Data, Applied Machine Learning, Probability & Statistics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence

    Intermediate · Course · 1 - 3 Months

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    Tel Aviv University

    Understanding Plants - Part I: What a Plant Knows

    Skills you'll gain: Scientific Methods, General Science and Research, Science and Research, Biology, Sensory Systems Analysis, Research, Life Sciences, Experimentation, Psychology, Molecular Biology, Environment, Physiology, Neurology, Cell Biology

    4.8
    Rating, 4.8 out of 5 stars
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    1.9K reviews

    Beginner · Course · 1 - 3 Months

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    University of Minnesota

    Integrative Health and Medicine

    Skills you'll gain: Drug Interaction, Meditation & Breathwork, Contraindication, Patient Education And Counseling, Mindfulness, Patient Referral, Pharmacology, Treatment Planning, Pain Management, Manual Therapy, Patient Safety, Health Assessment, Patient Education and Support, Health Systems, Clinical Practices, Nursing Practices, Patient Evaluation, Pharmacotherapy, Nurse Education, Patient-centered Care

    4.8
    Rating, 4.8 out of 5 stars
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    1.9K reviews

    Beginner · Specialization · 3 - 6 Months

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    Microsoft

    AI Strategy and Transformation Planning

    Skills you'll gain: AI Enablement, AI Product Strategy, Data Strategy, Strategic Leadership, Organizational Strategy, Responsible AI, Business Transformation, Technology Strategies, Digital Transformation, AI Security, Enterprise Architecture, Organizational Change, Risking, Culture Transformation, Feasibility Studies, Workforce Planning, Resource Allocation, Governance Risk Management and Compliance, Process Mapping, Data Governance

    Beginner · Course · 1 - 3 Months

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

  • Microsoft Data Analysis with Python & R: Microsoft
  • Managing Bias in AI Systems (ISO/IEC TR 24027:2021): British Standards Institution
  • Deep Reinforcement Learning: From Theory to Practice: University of Colorado Boulder
  • Foundations of Machine Learning: Concepts, Tools, and Math: John Wiley & Sons
  • A Life of Happiness and Fulfillment: Indian School of Business
  • Artificial Intelligence in Bioinformatics: Taipei Medical University
  • Market Research and Consumer Behavior: IE Business School
  • Extra-Galactic Astronomy: University of Cambridge
  • Evaluating Machine Learning Classification Models: British Standards Institution
  • Understanding Plants - Part I: What a Plant Knows: Tel Aviv University

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