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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
      R

      Rice University

      Linear Regression for Business Statistics

      Skills you'll gain: Regression Analysis, Business Analytics, Forecasting, Statistical Methods, Statistical Analysis, Analytics, Predictive Analytics, Data Analysis, Statistical Hypothesis Testing, Statistical Modeling, Statistical Inference, Estimation

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

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Simple Regression Analysis in Public Health

      Skills you'll gain: Biostatistics, Regression Analysis, Statistical Analysis, Epidemiology, Statistical Methods, Statistical Modeling, Quantitative Research, Probability & Statistics, Public Health

      4.7
      Rating, 4.7 out of 5 stars
      ·
      382 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Multiple Regression Analysis in Public Health

      Skills you'll gain: Biostatistics, Regression Analysis, Statistical Modeling, Statistical Analysis, Correlation Analysis, Statistical Inference, Predictive Modeling, Data Analysis, Statistical Hypothesis Testing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      312 reviews

      Beginner · Course · 1 - 4 Weeks

    • 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
      D

      Databricks

      Introduction to Computational Statistics for Data Scientists

      Skills you'll gain: Bayesian Statistics, Databricks, Sampling (Statistics), Statistical Modeling, Data Science, Statistical Methods, Probability, Markov Model, Statistics, Probability Distribution, Statistical Inference, Jupyter, Classification And Regression Tree (CART), Python Programming, Simulations, Anomaly Detection, Debugging, Regression Analysis, Statistical Programming, Algorithms

      4
      Rating, 4 out of 5 stars
      ·
      109 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Science in Real Life

      Skills you'll gain: Data Cleansing, Data Manipulation, Data Science, Data Quality, Data Management, Data Analysis, Statistical Analysis, Statistical Inference, Statistics, Sampling (Statistics)

      4.5
      Rating, 4.5 out of 5 stars
      ·
      2.4K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Calculus through Data & Modelling: Vector Calculus

      Skills you'll gain: Integral Calculus, Advanced Mathematics, Calculus, Applied Mathematics, Engineering Calculations, Mathematical Modeling, Scientific Visualization, Mechanics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      44 reviews

      Intermediate · Course · 1 - 4 Weeks

    • 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
      ·
      460 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      A

      American Psychological Association

      Psychological Research

      Skills you'll gain: Descriptive Statistics, Quantitative Research, Plot (Graphics), Scientific Methods, Graphing, Research Design, Statistical Visualization, Statistical Hypothesis Testing, Healthcare Ethics, Probability & Statistics, Research, Statistical Inference, Statistics, Sample Size Determination, Ethical Standards And Conduct, Data Analysis, Data Collection, Research and Design, Research Methodologies, General Science and Research

      4.7
      Rating, 4.7 out of 5 stars
      ·
      255 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Understanding Data: Navigating Statistics, Science, and AI

      Skills you'll gain: Scientific Methods, Histogram, Science and Research, Generative AI, Data Literacy, Statistics, Statistical Hypothesis Testing, Data Analysis, Data Ethics, Data Visualization, General Science and Research, Descriptive Statistics, Experimentation, Research, Research Design, Probability & Statistics, Data Science, Artificial Intelligence, Machine Learning, Predictive Modeling

      4.7
      Rating, 4.7 out of 5 stars
      ·
      35 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      AI Capstone Project with Deep Learning

      Skills you'll gain: Keras (Neural Network Library), PyTorch (Machine Learning Library), Deep Learning, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      651 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Exploring and Producing Data for Business Decision Making

      Skills you'll gain: Sampling (Statistics), Data Analysis, Descriptive Statistics, Data-Driven Decision-Making, Probability & Statistics, Statistical Analysis, Statistical Inference, Data Collection, Data Visualization, Data Presentation, Decision Making, Microsoft Excel

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1K reviews

      Beginner · Course · 1 - 3 Months

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

    • Linear Regression for Business Statistics: Rice University
    • Simple Regression Analysis in Public Health : Johns Hopkins University
    • Multiple Regression Analysis in Public Health : Johns Hopkins University
    • Business Applications of Hypothesis Testing and Confidence Interval Estimation : Rice University
    • Introduction to Computational Statistics for Data Scientists: Databricks
    • Data Science in Real Life: Johns Hopkins University
    • Calculus through Data & Modelling: Vector Calculus: Johns Hopkins University
    • Introduction to Abnormal Psychology: Wesleyan University
    • Psychological Research: American Psychological Association
    • Understanding Data: Navigating Statistics, Science, and AI: University of Michigan

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