• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • 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: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Developing Data Products

      Skills you'll gain: Rmarkdown, Shiny (R Package), Plotly, R Programming, Interactive Data Visualization, Data Visualization Software, Data Presentation, Statistical Programming, Data Mapping, Statistical Reporting, Package and Software Management, Web Applications, Software Documentation

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

      Mixed · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      Snowflake

      Snowflake Generative AI

      Skills you'll gain: Snowflake Schema, Prompt Engineering, Generative AI, Data Engineering, Unstructured Data, Data Pipelines, Large Language Modeling, Data Manipulation, Data Infrastructure, Data Warehousing, Artificial Intelligence, Extract, Transform, Load, Cloud Development, Applied Machine Learning, Natural Language Processing, Database Application, Application Development, Cloud Applications, Data Access, Query Languages

      4.8
      Rating, 4.8 out of 5 stars
      ·
      141 reviews

      Beginner · Professional Certificate · 1 - 3 Months

    • 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
      J

      Johns Hopkins University

      Quantifying Relationships with Regression Models

      Skills you'll gain: Regression Analysis, Correlation Analysis, Probability & Statistics, Statistical Modeling, Data Literacy, Statistical Analysis, Mathematical Modeling, Predictive Modeling

      4.5
      Rating, 4.5 out of 5 stars
      ·
      22 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Literacy

      Skills you'll gain: Surveys, Research Design, Statistical Hypothesis Testing, Data Visualization, Peer Review, Statistical Methods, Data Literacy, Data Analysis, Descriptive Statistics, Regression Analysis, Survey Creation, Statistics, Quantitative Research, Correlation Analysis, Probability, Research, Report Writing, Statistical Analysis, Statistical Inference, Probability & Statistics

      4.6
      Rating, 4.6 out of 5 stars
      ·
      254 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Statistics for Genomic Data Science

      Skills you'll gain: Biostatistics, Bioinformatics, Exploratory Data Analysis, Statistical Analysis, Statistical Methods, Statistical Hypothesis Testing, Statistical Modeling, Statistics, R Programming, Probability & Statistics, Data Analysis, Statistical Inference, Regression Analysis, Data Pipelines, Data Transformation, Data Processing

      4.2
      Rating, 4.2 out of 5 stars
      ·
      376 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Inferential and Predictive Statistics for Business

      Skills you'll gain: Data-Driven Decision-Making, Business Analytics, Statistical Hypothesis Testing, Statistical Inference, Predictive Analytics, Statistical Analysis, Statistical Methods, Regression Analysis, Estimation, Probability & Statistics, Sampling (Statistics)

      4.8
      Rating, 4.8 out of 5 stars
      ·
      866 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Macquarie University

      Excel Skills for Business Forecasting

      Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Microsoft Excel, Regression Analysis, Trend Analysis, Excel Formulas, Estimation, Analysis, Business Analytics, Predictive Modeling, Exploratory Data Analysis, Market Trend, Statistical Methods, Decision Making, Statistical Modeling, Statistical Analysis, Data Analysis, Sales Management, Data Presentation, Probability & Statistics

      4.9
      Rating, 4.9 out of 5 stars
      ·
      312 reviews

      Intermediate · Specialization · 3 - 6 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
      ·
      18 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Davis

      Quantitative Research

      Skills you'll gain: Quantitative Research, Survey Creation, Statistical Hypothesis Testing, Statistical Methods, Statistical Analysis, Regression Analysis, Marketing Analytics, Quality Control, Market Research, Target Market, Data Analysis, Sampling (Statistics), Market Opportunities, Marketing, Descriptive Statistics, Statistical Inference

      4.4
      Rating, 4.4 out of 5 stars
      ·
      340 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      E

      Edge Impulse

      Computer Vision with Embedded Machine Learning

      Skills you'll gain: Computer Vision, Image Analysis, Artificial Neural Networks, Deep Learning, Embedded Systems, Data Ethics, Supervised Learning, Machine Learning, Computer Programming, Data Validation, Artificial Intelligence, Python Programming

      4.8
      Rating, 4.8 out of 5 stars
      ·
      154 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Leeds

      Exploratory Data Analysis

      Skills you'll gain: Exploratory Data Analysis, Data Literacy, Histogram, Data Analysis, Descriptive Statistics, Box Plots, Data Visualization, R Programming, Data Cleansing, Graphical Tools, Code Review

      4.6
      Rating, 4.6 out of 5 stars
      ·
      9 reviews

      Intermediate · 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…101112…24

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

    • Developing Data Products: Johns Hopkins University
    • Snowflake Generative AI: Snowflake
    • Calculus through Data & Modelling: Vector Calculus: Johns Hopkins University
    • Quantifying Relationships with Regression Models: Johns Hopkins University
    • Data Literacy: Johns Hopkins University
    • Statistics for Genomic Data Science: Johns Hopkins University
    • Inferential and Predictive Statistics for Business: University of Illinois Urbana-Champaign
    • Excel Skills for Business Forecasting: Macquarie University
    • What are the Chances? Probability and Uncertainty in Statistics: Johns Hopkins University
    • Quantitative Research: University of California, Davis

    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