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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
      F

      Fractal Analytics

      Data Storytelling

      Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Interactive Data Visualization, Data Ethics, Storytelling, Infographics, Data Visualization Software, Data Quality, Data Literacy, Data-Driven Decision-Making, Data Analysis, Design Elements And Principles

      4.6
      Rating, 4.6 out of 5 stars
      ·
      125 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Epidemiology for Public Health

      Skills you'll gain: Clinical Trials, Epidemiology, Research Design, Public Health and Disease Prevention, Clinical Research, Biostatistics, Public Health, Data Collection, Research Methodologies, Preventative Care, Program Evaluation, Infectious Diseases, Data Validation, Data Literacy, Chronic Diseases, Risk Analysis, Health Policy, Correlation Analysis, Statistical Methods, Sample Size Determination

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.2K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Science: Statistics and Machine Learning

      Skills you'll gain: Rmarkdown, Shiny (R Package), Statistical Inference, Statistical Hypothesis Testing, Predictive Modeling, Regression Analysis, Exploratory Data Analysis, Statistical Analysis, Machine Learning Algorithms, Statistical Methods, Plotly, Statistics, Classification And Regression Tree (CART), R Programming, Data Visualization, Data Science, Statistical Modeling, Data Presentation, Machine Learning, GitHub

      4.4
      Rating, 4.4 out of 5 stars
      ·
      7.2K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Statistical Analysis with R for Public Health

      Skills you'll gain: Statistical Hypothesis Testing, Correlation Analysis, Sampling (Statistics), Probability Distribution, Statistical Analysis, Statistics, Regression Analysis, Quantitative Research, Data Analysis, Biostatistics, Data Quality, Statistical Inference, R Programming, Public Health, Time Series Analysis and Forecasting, Descriptive Statistics, Statistical Modeling, Epidemiology, Predictive Modeling, Probability & Statistics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Preview
      Preview
      S

      Simplilearn

      Image Generation with AI Training Course

      Skills you'll gain: Generative AI, Image Analysis, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Natural Language Processing, Dimensionality Reduction

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Science

      Skills you'll gain: Rmarkdown, Shiny (R Package), Exploratory Data Analysis, Statistical Inference, Statistical Hypothesis Testing, Predictive Modeling, Regression Analysis, Plot (Graphics), Knitr, Statistical Analysis, Machine Learning Algorithms, R Programming, Statistical Methods, Plotly, Data Manipulation, Statistical Visualization, Statistical Modeling, Data Science, Machine Learning, GitHub

      4.5
      Rating, 4.5 out of 5 stars
      ·
      51K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Exploratory Data Analysis for Machine Learning

      Skills you'll gain: Feature Engineering, Data Analysis, Data Cleansing, Exploratory Data Analysis, Data Science, Artificial Intelligence, Statistical Analysis, Data Transformation, Statistical Inference, Statistical Hypothesis Testing, Data Quality, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      2.3K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Executive Data Science

      Skills you'll gain: Exploratory Data Analysis, Data Management, Data Analysis, Team Building, Data Presentation, Statistical Modeling, Statistical Inference, Data Literacy, Statistical Methods, Recruitment, Big Data, Leadership, Team Leadership, Analytical Skills, Team Management, Technical Communication, Data Cleansing, Data Science, Data Manipulation, Communication

      4.5
      Rating, 4.5 out of 5 stars
      ·
      11K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Introduction to Logic and Critical Thinking

      Skills you'll gain: Deductive Reasoning, Critical Thinking, Logical Reasoning, Computational Logic, Probability, Bayesian Statistics, Analytical Skills, Analysis, Decision Making, Research, Persuasive Communication, Statistical Inference, Complex Problem Solving, Oral Expression, Theoretical Computer Science, Communication, Appeals, Discussion Facilitation, Learning Strategies, Business Communication

      4.6
      Rating, 4.6 out of 5 stars
      ·
      3.6K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      I

      IIMA - IIM Ahmedabad

      Pre-MBA Statistics

      Skills you'll gain: Sampling (Statistics), Statistics, Statistical Hypothesis Testing, Statistical Visualization, Probability, Descriptive Statistics, Quantitative Research, Statistical Inference, Probability Distribution, Data Analysis, Statistical Analysis, Estimation, Data Science, Sample Size Determination

      4.6
      Rating, 4.6 out of 5 stars
      ·
      286 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      Y

      Yale University

      Narrative Economics

      Skills you'll gain: Storytelling, Behavioral Economics, Economics, Forecasting, Systems Thinking, Socioeconomics, Data Collection, Analysis, Research, Complex Problem Solving, Business Ethics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      805 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      M

      Macquarie University

      Statistics and Data Analysis with Excel: Advanced

      Skills you'll gain: Microsoft Excel, Regression Analysis, Forecasting, Time Series Analysis and Forecasting, Statistical Analysis, Advanced Analytics, Predictive Analytics, Statistical Hypothesis Testing, Data Analysis, Statistics, Statistical Inference, Probability & Statistics, Data Visualization Software

      Advanced · Course · 1 - 3 Months

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

    • Data Storytelling: Fractal Analytics
    • Epidemiology for Public Health: Imperial College London
    • Data Science: Statistics and Machine Learning: Johns Hopkins University
    • Statistical Analysis with R for Public Health: Imperial College London
    • Image Generation with AI Training Course: Simplilearn
    • Data Science: Johns Hopkins University
    • Exploratory Data Analysis for Machine Learning: IBM
    • Executive Data Science: Johns Hopkins University
    • Introduction to Logic and Critical Thinking: Duke University
    • Pre-MBA Statistics: IIMA - IIM Ahmedabad

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