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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: Free Trial
      Free Trial
      W

      Wesleyan University

      Introduction to Abnormal Psychology

      Skills you'll gain: Psychological Evaluations, Mental Health Diseases and Disorders, Psychiatry, Mental Health, Psychology, Mental and Behavioral Health, Behavioral Health, Stress Management

      4.9
      Rating, 4.9 out of 5 stars
      ·
      459 reviews

      Beginner · 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: Free Trial
      Free Trial
      U

      University of Michigan

      Fitting Statistical Models to Data with Python

      Skills you'll gain: Bayesian Statistics, Statistical Modeling, Statistical Inference, Regression Analysis, Statistical Methods, Statistical Programming, Statistical Analysis, Statistical Machine Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Probability & Statistics, Correlation Analysis, Statistical Hypothesis Testing, Probability, Python Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      707 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Principles of fMRI 1

      Skills you'll gain: Magnetic Resonance Imaging, Medical Imaging, Experimentation, Research Design, Image Analysis, Data Processing, Data Analysis, Neurology, Statistical Analysis, Statistical Modeling, Statistics

      4.6
      Rating, 4.6 out of 5 stars
      ·
      842 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data – What It Is, What We Can Do With It

      Skills you'll gain: Research Design, Data Visualization, Statistical Methods, Data Literacy, Data Analysis, Descriptive Statistics, Statistics, Quantitative Research, Statistical Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      177 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Mathematical Biostatistics Boot Camp 2

      Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Statistical Methods, Probability & Statistics, Statistical Inference, Biostatistics, Sampling (Statistics), Statistics, Data Analysis, Sample Size Determination, Risk Analysis, Probability Distribution

      4.3
      Rating, 4.3 out of 5 stars
      ·
      133 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Statistical Inference and Hypothesis Testing in Data Science Applications

      Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Probability & Statistics, Statistical Inference, Sampling (Statistics), Statistical Analysis, Probability Distribution

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      50 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Business Applications of Hypothesis Testing and Confidence Interval Estimation

      Skills you'll gain: Data Analysis, Risk Analysis, Statistical Analysis, Analysis, Statistical Hypothesis Testing, Business Analytics, Risk Management, Business Mathematics, Statistical Inference, Statistics, Estimation, Probability & Statistics, Sampling (Statistics), Microsoft Excel

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.3K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Santa Cruz

      Bayesian Statistics: Mixture Models

      Skills you'll gain: R Programming, Statistical Modeling, Markov Model, Bayesian Statistics, Statistical Machine Learning, Unsupervised Learning, Machine Learning Algorithms, Probability & Statistics, Simulations, Sampling (Statistics)

      4.5
      Rating, 4.5 out of 5 stars
      ·
      62 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Macquarie University

      Excel Regression Models for Business Forecasting

      Skills you'll gain: Forecasting, Regression Analysis, Time Series Analysis and Forecasting, Trend Analysis, Predictive Modeling, Statistical Modeling, Microsoft Excel, Statistical Analysis, Estimation, Data Visualization Software

      4.9
      Rating, 4.9 out of 5 stars
      ·
      109 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Survival Analysis in R for Public Health

      Skills you'll gain: Biostatistics, Public Health, Time Series Analysis and Forecasting, Regression Analysis, Statistical Analysis, R Programming, Predictive Modeling, Statistical Modeling, Data Analysis, Statistical Methods, Statistical Hypothesis Testing

      4.5
      Rating, 4.5 out of 5 stars
      ·
      326 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Understanding and Visualizing Data with Python

      Skills you'll gain: Sampling (Statistics), Descriptive Statistics, Data Visualization, Data Analysis, Exploratory Data Analysis, Histogram, Probability & Statistics, Data Visualization Software, Statistics, Statistical Analysis, Box Plots, Jupyter, Statistical Inference, Pandas (Python Package), Data Import/Export, Data Management, Python Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2.7K reviews

      Beginner · Course · 1 - 4 Weeks

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

    • Introduction to Abnormal Psychology: Wesleyan University
    • Fundamentals of Digital Image and Video Processing: Northwestern University
    • Fitting Statistical Models to Data with Python: University of Michigan
    • Principles of fMRI 1: Johns Hopkins University
    • Data – What It Is, What We Can Do With It: Johns Hopkins University
    • Mathematical Biostatistics Boot Camp 2: Johns Hopkins University
    • Statistical Inference and Hypothesis Testing in Data Science Applications: University of Colorado Boulder
    • Business Applications of Hypothesis Testing and Confidence Interval Estimation : Rice University
    • Bayesian Statistics: Mixture Models: University of California, Santa Cruz
    • Excel Regression Models for Business Forecasting: Macquarie University

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