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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
      U

      University of California San Diego

      Applied Bioinformatics

      Skills you'll gain: Bioinformatics, Molecular Biology, Laboratory Testing, Network Analysis, Infectious Diseases, Biochemistry, Molecular, Cellular, and Microbiology, Microbiology, Biology, Pharmacology, Computational Thinking, Medical Science and Research, Epidemiology, Life Sciences, Data Analysis Software, Taxonomy, Statistical Inference, Science and Research

      4.4
      Rating, 4.4 out of 5 stars
      ·
      65 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      A

      American Psychological Association

      Statistics in Psychological Research

      Skills you'll gain: Descriptive Statistics, Plot (Graphics), Graphing, Statistical Visualization, Statistical Hypothesis Testing, Probability & Statistics, Statistical Inference, Quantitative Research, Statistics, Sample Size Determination, Data Analysis, Scatter Plots, Psychology, Research Design, Experimentation, Scientific Methods

      4.6
      Rating, 4.6 out of 5 stars
      ·
      56 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Linear Regression Modeling for Health Data

      Skills you'll gain: Statistical Modeling, Statistics, Statistical Methods, Statistical Inference, Probability & Statistics, Sampling (Statistics), Regression Analysis, Correlation Analysis, Statistical Analysis, Statistical Hypothesis Testing, Data Analysis

      Intermediate · Course · 1 - 4 Weeks

    • 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, Predictive Modeling, Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      35 reviews

      Beginner · Specialization · 1 - 3 Months

    • E

      EIT Digital

      Quantitative Model Checking

      Skills you'll gain: Computational Logic, Markov Model, Bayesian Network, Theoretical Computer Science, Verification And Validation, Mathematical Modeling, Probability, Probability Distribution, Algorithms, Real Time Data

      4.2
      Rating, 4.2 out of 5 stars
      ·
      53 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      What are the Chances? Probability and Uncertainty in Statistics

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

      4.6
      Rating, 4.6 out of 5 stars
      ·
      17 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      From Data to Decisions: Making Predictions with AI

      Skills you'll gain: Data Analysis, Statistical Analysis, Regression Analysis, Statistics, Generative AI, Probability & Statistics, Data-Driven Decision-Making, Predictive Analytics, Artificial Intelligence, Scatter Plots

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      C

      Campus BBVA

      Business Analytics

      Skills you'll gain: Data Storytelling, Business Analytics, Business Intelligence, Analytics, Data Analysis, Data-Driven Decision-Making, Descriptive Statistics, Probability & Statistics, Data Quality, Big Data, Statistical Methods, Statistical Inference, Statistical Hypothesis Testing, Exploratory Data Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      32 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Regression and Classification

      Skills you'll gain: Statistical Modeling, Statistical Machine Learning, Regression Analysis, Statistical Methods, Classification And Regression Tree (CART), Predictive Modeling, Probability & Statistics, Statistical Analysis, Supervised Learning, R Programming, Machine Learning, Data Science, Machine Learning Algorithms, Feature Engineering, Linear Algebra

      Build toward a degree

      3.9
      Rating, 3.9 out of 5 stars
      ·
      15 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Measuring the Success of a Patient Safety or Quality Improvement Project (Patient Safety VI)

      Skills you'll gain: Data Presentation, Patient Safety, Performance Measurement, Continuous Quality Improvement (CQI), Data Analysis, Systems Of Measurement, Descriptive Statistics, Data Integration, Statistical Inference

      4.7
      Rating, 4.7 out of 5 stars
      ·
      94 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      S

      SAS

      Modeling Time Series and Sequential Data

      Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, SAS (Software), Statistical Analysis, Predictive Modeling, Applied Machine Learning, Statistical Modeling, Advanced Analytics, Regression Analysis, Machine Learning Methods, Bayesian Statistics, Deep Learning, Artificial Neural Networks

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Data Storytelling

      Skills you'll gain: Data Storytelling, Interactive Data Visualization, Data Presentation, Data Visualization Software, Statistical Visualization, Exploratory Data Analysis, Tableau Software, Correlation Analysis, Data Ethics, Scatter Plots, Heat Maps

      3.9
      Rating, 3.9 out of 5 stars
      ·
      8 reviews

      Mixed · Course · 1 - 4 Weeks

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

    • Applied Bioinformatics: University of California San Diego
    • Statistics in Psychological Research: American Psychological Association
    • Linear Regression Modeling for Health Data: University of Michigan
    • Understanding Data: Navigating Statistics, Science, and AI: University of Michigan
    • Quantitative Model Checking: EIT Digital
    • What are the Chances? Probability and Uncertainty in Statistics: Johns Hopkins University
    • From Data to Decisions: Making Predictions with AI: Vanderbilt University
    • Business Analytics : Campus BBVA
    • Regression and Classification: University of Colorado Boulder
    • Measuring the Success of a Patient Safety or Quality Improvement Project (Patient Safety VI): Johns Hopkins University

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