• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Log In
  • Join for Free
    Coursera
    • Browse
    • 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.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Causal Inference Course Catalog

    • 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: New
      New
      U

      University of Colorado Boulder

      Introduction to Bayesian Statistics for Data Science

      Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Statistical Methods, Probability, Statistical Analysis, Regression Analysis, Data Science, Probability Distribution, Calculus

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Aerial Image Segmentation with PyTorch

      Skills you'll gain: PyTorch (Machine Learning Library), Image Analysis, Computer Vision, Deep Learning, Python Programming

      4
      Rating, 4 out of 5 stars
      ·
      29 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      From Data to Decisions: Finding Patterns with AI

      Skills you'll gain: Statistical Methods, Exploratory Data Analysis, Data Visualization, Generative AI, Statistical Analysis, Histogram, Box Plots, Descriptive Statistics, Data Analysis, Artificial Intelligence, Statistical Inference

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Linear Regression

      Skills you'll gain: R Programming, Regression Analysis, Statistical Inference, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Probability & Statistics, Linear Algebra, Mathematical Modeling, Supervised Learning

      Build toward a degree

      4.5
      Rating, 4.5 out of 5 stars
      ·
      26 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Computational and Graphical Models in Probability

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

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      L

      LearnKartS

      Introduction to AI and Machine Learning

      Skills you'll gain: AWS SageMaker, Artificial Intelligence, Machine Learning, Applied Machine Learning, Amazon Elastic Compute Cloud, Computer Vision, Natural Language Processing, Amazon S3, Serverless Computing, Reinforcement Learning, Data Wrangling

      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: New
      New
      P

      Packt

      Statistics & Mathematics for Data Science & Data Analytics

      Skills you'll gain: Probability & Statistics, Regression Analysis, Statistical Analysis, Statistical Methods, Statistics, Probability, Data Analysis, Applied Machine Learning, Statistical Inference, Exploratory Data Analysis, Predictive Modeling

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      J

      Johns Hopkins University

      Introduction to Uncertainty Quantification

      Skills you'll gain: Probability, Failure Analysis, Bayesian Statistics, Probability & Statistics, Risk Modeling, Mathematical Modeling, Estimation, Numerical Analysis, Statistical Methods, Reliability, Statistical Inference, Analysis, Simulations, Applied Mathematics, Sampling (Statistics), Regression Analysis

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Snowflake for Data Science: Intro to Snowpark ML for Python

      Skills you'll gain: Applied Machine Learning, Scikit Learn (Machine Learning Library), MLOps (Machine Learning Operations), Predictive Modeling, Machine Learning, Data Processing, Data Science, Python Programming, Data Transformation, Regression Analysis

      Intermediate · Guided Project · Less Than 2 Hours

    • 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

    Causal Inference learners also search

    Statistical Inference
    Predictive Modeling
    Statistical Modeling
    Predictive Analytics
    Data Modeling
    Statistical Analysis
    Beginner Predictive Analytics
    Predictive Analytics Projects
    1…192021…24

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

    • Inferenzstatistik: Duke University
    • Introduction to Bayesian Statistics for Data Science: University of Colorado Boulder
    • Aerial Image Segmentation with PyTorch : Coursera Project Network
    • From Data to Decisions: Finding Patterns with AI: Vanderbilt University
    • Linear Regression: Illinois Tech
    • Computational and Graphical Models in Probability: Johns Hopkins University
    • Introduction to AI and Machine Learning: LearnKartS
    • Statistics for Data Science Essentials: University of Pennsylvania
    • Statistics & Mathematics for Data Science & Data Analytics: Packt
    • Introduction to Uncertainty Quantification: Johns Hopkins University

    Other topics to explore

    Arts and Humanities
    338 courses
    Business
    1095 courses
    Computer Science
    668 courses
    Data Science
    425 courses
    Information Technology
    145 courses
    Health
    471 courses
    Math and Logic
    70 courses
    Personal Development
    137 courses
    Physical Science and Engineering
    413 courses
    Social Sciences
    401 courses
    Language Learning
    150 courses

    Coursera Footer

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • Share your Coursera Learning Story

    Coursera

    • About
    • What We Offer
    • Leadership
    • Careers
    • Catalog
    • Coursera Plus
    • Professional Certificates
    • MasterTrack® Certificates
    • Degrees
    • For Enterprise
    • For Government
    • For Campus
    • Become a Partner
    • Social Impact
    • Free Courses
    • ECTS Credit Recommendations

    Community

    • Learners
    • Partners
    • Beta Testers
    • Blog
    • The Coursera Podcast
    • Tech Blog

    More

    • Press
    • Investors
    • Terms
    • Privacy
    • Help
    • Accessibility
    • Contact
    • Articles
    • Directory
    • Affiliates
    • Modern Slavery Statement
    • Do Not Sell/Share
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok