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    • Causal Inference

    Causal Inference Courses Online

    Explore causal inference methods for determining cause-and-effect relationships. Learn to apply statistical techniques to identify causality in data.

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    Explore the Causal Inference Course Catalog

    • Status: Preview
      Preview
      U

      University of Michigan

      Mindware: Critical Thinking for the Information Age

      Skills you'll gain: Critical Thinking, Logical Reasoning, Deductive Reasoning, Analytical Skills, Data Literacy, Decision Making, Data Analysis, Correlation Analysis, Experimentation, Forecasting, Scientific Methods, Statistical Inference, Probability, Regression Analysis, Cognitive flexibility, Adaptability

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.4K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Michigan

      Sleep: Neurobiology, Medicine, and Society

      Skills you'll gain: Molecular Biology, Psychiatry, Psychology, Neurology, Mental Health, Mathematical Modeling, Behavioral Health, Anesthesiology, Respiratory Therapy, Biology, Cardiology, Public Health, Pharmacology

      4.8
      Rating, 4.8 out of 5 stars
      ·
      812 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Introduction to Probability and Data with R

      Skills you'll gain: Sampling (Statistics), Exploratory Data Analysis, R Programming, Bayesian Statistics, Data Analysis, Probability Distribution, Probability, Statistical Analysis, Quantitative Research, Statistics, Statistical Inference, Descriptive Statistics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      5.8K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Virginia

      Hypothesis-Driven Development

      Skills you'll gain: Usability Testing, Continuous Delivery, Continuous Deployment, DevOps, Agile Product Development, User Experience Design, Software Development, Product Testing, Agile Methodology, Product Improvement, User Research, User Story, Agile Software Development, Design Thinking, Test Automation, Lean Methodologies, Product Development, Software Testing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      T

      The State University of New York

      Practical Time Series Analysis

      Skills you'll gain: Time Series Analysis and Forecasting, Statistical Analysis, R Programming, Data Visualization, Data Analysis, Statistical Modeling, Exploratory Data Analysis, Probability & Statistics, Descriptive Statistics, Forecasting, Statistical Inference

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.7K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      N

      Northwestern University

      Fundamentals of Digital Image and Video Processing

      Skills you'll gain: Image Analysis, Computer Vision, Visualization (Computer Graphics), Color Theory, Data Structures, Matlab, Spatial Analysis, Bayesian Network

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.8K reviews

      Mixed · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      M

      Microsoft

      Statistical Analysis and Advanced Techniques

      Skills you'll gain: Regression Analysis, Predictive Modeling, Statistical Analysis, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Statistical Methods, R Programming, Data Presentation, Data Analysis, Statistical Inference, Statistical Hypothesis Testing, Descriptive Statistics, Forecasting, Generative AI

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Probability Theory: Foundation for Data Science

      Skills you'll gain: Probability, Probability & Statistics, Probability Distribution, Bayesian Statistics, Statistical Methods, Correlation Analysis, Data Science, Statistical Inference, Descriptive Statistics

      Build toward a degree

      4.5
      Rating, 4.5 out of 5 stars
      ·
      254 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Santa Cruz

      Bayesian Statistics: Techniques and Models

      Skills you'll gain: Bayesian Statistics, Statistical Methods, Data Presentation, Statistical Modeling, Data Analysis, Probability & Statistics, Regression Analysis, Statistical Inference, R Programming, Markov Model, Simulations

      4.8
      Rating, 4.8 out of 5 stars
      ·
      493 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      Stanford University

      Probabilistic Graphical Models 1: Representation

      Skills you'll gain: Bayesian Network, Statistical Modeling, Markov Model, Probability Distribution, Graph Theory, Network Model, Decision Support Systems, Data-Driven Decision-Making, Probability & Statistics, Network Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.4K reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Mathematical Biostatistics Boot Camp 1

      Skills you'll gain: Data Visualization, Probability & Statistics, Data Analysis, Bayesian Statistics, Statistics, Statistical Analysis, Biostatistics, Statistical Methods, Probability, Statistical Inference, Probability Distribution, Statistical Hypothesis Testing, Correlation Analysis

      4.4
      Rating, 4.4 out of 5 stars
      ·
      519 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Introduction to Genomic Technologies

      Skills you'll gain: Bioinformatics, Molecular Biology, Programming Principles, Data Structures, Correlation Analysis, Statistical Analysis, Science and Research, Algorithms, Computer Science, Life Sciences, Data Analysis, Data Science, Data Processing, Statistics, Big Data, Probability & Statistics, Statistical Inference, Biology

      4.6
      Rating, 4.6 out of 5 stars
      ·
      4.8K reviews

      Mixed · Course · 1 - 4 Weeks

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    In summary, here are 10 of our most popular causal inference courses

    • Mindware: Critical Thinking for the Information Age : University of Michigan
    • Sleep: Neurobiology, Medicine, and Society: University of Michigan
    • Introduction to Probability and Data with R: Duke University
    • Hypothesis-Driven Development: University of Virginia
    • Practical Time Series Analysis: The State University of New York
    • Fundamentals of Digital Image and Video Processing: Northwestern University
    • Statistical Analysis and Advanced Techniques: Microsoft
    • Probability Theory: Foundation for Data Science: University of Colorado Boulder
    • Bayesian Statistics: Techniques and Models: University of California, Santa Cruz
    • Probabilistic Graphical Models 1: Representation: Stanford University

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