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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
      B

      Ball State University

      Statistical Methods for Data Science

      Skills you'll gain: Statistical Methods, Probability, Data Science, Probability & Statistics, Statistical Analysis, Statistical Programming, Probability Distribution, Statistical Modeling, Bayesian Statistics, Statistical Inference, Sampling (Statistics), Descriptive Statistics, R Programming, Statistical Visualization

      Build toward a degree

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      B

      Board Infinity

      AI-Driven Attribution Testing

      Skills you'll gain: A/B Testing, Artificial Intelligence, Statistical Modeling, Ethical Standards And Conduct, Strategic Planning, Business Modeling, Marketing Analytics, Predictive Modeling, Trend Analysis, Data Collection, Marketing Strategies, Forecasting, Applied Machine Learning

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      D

      Duke University

      Inferenzstatistik

      Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Statistical Reporting, Statistical Analysis, Data Analysis, Probability & Statistics, Statistical Methods, Data Analysis Software, Statistical Software, R Programming, Sampling (Statistics), Probability Distribution, Software Installation

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      F

      Fundação Instituto de Administração

      System Dynamics

      Skills you'll gain: Systems Thinking, Simulations, Process Flow Diagrams, Systems Analysis, Complex Problem Solving, Growth Strategies, Software Visualization, Market Dynamics, Business Modeling, Decision Making

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Computational and Graphical Models in Probability

      Skills you'll gain: Network Analysis, Statistical Modeling, Bayesian Network, R Programming, Simulations, Applied Mathematics, Graph Theory, Data Analysis, Probability, Statistical Analysis, Markov Model, Probability Distribution, Data Visualization, Machine Learning, Statistical Hypothesis Testing

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Data Science for Health Research

      Skills you'll gain: Exploratory Data Analysis, Rmarkdown, Plot (Graphics), Statistical Modeling, Tidyverse (R Package), Statistical Visualization, Data Visualization, Data Visualization Software, Regression Analysis, Statistical Methods, Ggplot2, Data Wrangling, Statistical Inference, Probability & Statistics, Scatter Plots, Predictive Analytics, R Programming, Classification And Regression Tree (CART), Statistical Analysis, Data Analysis

      5
      Rating, 5 out of 5 stars
      ·
      9 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      From Data to Decisions: Finding Patterns with AI

      Skills you'll gain: Statistical Methods, Statistical Analysis, Data Visualization, Generative AI, Statistical Hypothesis Testing, Data Storytelling, Box Plots, Data Analysis, Plot (Graphics), Data-Driven Decision-Making, Exploratory Data Analysis, Artificial Intelligence, Histogram, Technical Communication, Statistical Inference

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Statistics for Data Science Essentials

      Skills you'll gain: Probability, Probability & Statistics, Sampling (Statistics), Probability Distribution, Statistics, Data Science, Statistical Inference, Descriptive Statistics, Statistical Analysis, General Mathematics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      7 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Data Acquisition, Risk, and Estimation

      Skills you'll gain: Sampling (Statistics), Engineering Management, Estimation, Statistical Methods, Leadership and Management, Technical Management, Statistical Software, Leadership, Data Collection, Quantitative Research, Data Analysis, Data-Driven Decision-Making, Statistical Analysis, Statistical Hypothesis Testing, Statistical Inference, Risk Analysis, Probability & Statistics, Risk Management, Business Analysis

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      D

      DeepLearning.AI

      Introduction to On-Device AI

      Skills you'll gain: Performance Testing, PyTorch (Machine Learning Library), Android (Operating System), Embedded Software, Tensorflow, Hardware Architecture, Applied Machine Learning, Mobile Development, Artificial Intelligence and Machine Learning (AI/ML), Real Time Data, Computer Vision, Artificial Intelligence

      4.5
      Rating, 4.5 out of 5 stars
      ·
      19 reviews

      Beginner · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Hacking COVID-19 — Course 3: Unraveling COVID-19's Origins

      Skills you'll gain: Bioinformatics, Molecular Biology, Computational Thinking, Life Sciences, Medical Science and Research, Microbiology, Science and Research

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      J

      Johns Hopkins University

      Gestion de l’analyse des données

      Skills you'll gain: Data Analysis, Data Literacy, Analytics, Data Management, Exploratory Data Analysis, Statistical Reporting, Data Strategy, Data-Driven Decision-Making, Data Presentation, Statistical Modeling, Statistical Inference, Communication

      4.4
      Rating, 4.4 out of 5 stars
      ·
      9 reviews

      Mixed · Course · 1 - 4 Weeks

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

    • Statistical Methods for Data Science: Ball State University
    • AI-Driven Attribution Testing: Board Infinity
    • Inferenzstatistik: Duke University
    • System Dynamics: Fundação Instituto de Administração
    • Computational and Graphical Models in Probability: Johns Hopkins University
    • Data Science for Health Research: University of Michigan
    • From Data to Decisions: Finding Patterns with AI: Vanderbilt University
    • Statistics for Data Science Essentials: University of Pennsylvania
    • Data Acquisition, Risk, and Estimation: University of Colorado Boulder
    • Introduction to On-Device AI: DeepLearning.AI

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