• 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: Free Trial
      Free Trial
      U

      University of Colorado System

      Linear Kalman Filter Deep Dive (and Target Tracking)

      Skills you'll gain: Advanced Mathematics, Anomaly Detection, Systems Of Measurement, Linear Algebra, Mathematical Modeling, Continuous Monitoring, Applied Mathematics, Numerical Analysis, Predictive Analytics, Statistical Methods, Probability & Statistics

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      P

      Packt

      Intermediate Data Manipulation and Machine Learning

      Skills you'll gain: Dimensionality Reduction, Supervised Learning, Statistical Analysis, Reinforcement Learning, Applied Machine Learning, Statistical Methods, Unsupervised Learning, Classification And Regression Tree (CART), Artificial Intelligence, Predictive Modeling, Feature Engineering, Random Forest Algorithm, Data Manipulation

      Intermediate · Course · 3 - 6 Months

    • Status: Free
      Free
      D

      DeepLearning.AI

      Introduction to On-Device AI

      Skills you'll gain: PyTorch (Machine Learning Library), Performance Testing, Embedded Software, Application Deployment, Tensorflow, Image Analysis, Deep Learning, Hardware Architecture, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Information Privacy, Artificial Intelligence, Real Time Data

      4.5
      Rating, 4.5 out of 5 stars
      ·
      17 reviews

      Beginner · Project · Less Than 2 Hours

    • Status: New
      New
      M

      Macquarie University

      Statistics and Data Analysis with Excel: Essentials

      Skills you'll gain: Microsoft Excel, Statistical Hypothesis Testing, Data Analysis, Statistical Analysis, Statistics, Probability & Statistics, Descriptive Statistics, Statistical Inference, Box Plots, Statistical Methods, Probability Distribution, Histogram, Statistical Visualization, Pivot Tables And Charts, Data Visualization Software

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Statistics and Data Analysis with Excel, Part 2

      Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Analysis, Sample Size Determination, Statistical Methods, Microsoft Excel, Statistical Modeling, Probability & Statistics, Data Analysis, Statistical Inference

      5
      Rating, 5 out of 5 stars
      ·
      8 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      F

      Fundação Instituto de Administração

      Data Analysis for Business

      Skills you'll gain: Data Presentation, Regression Analysis, Data Literacy, Statistical Inference, Data Analysis, Descriptive Statistics, Business Analytics, Data-Driven Decision-Making, Analysis, Statistical Analysis, Analytics, Statistics, Data Strategy, Statistical Methods, Data Science, Business Intelligence, Descriptive Analytics, Trend Analysis, Probability & Statistics, Correlation Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      16 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      SkillUp EdTech

      Data Collection and Root Cause Analysis

      Skills you'll gain: Root Cause Analysis, Correlation Analysis, Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, Statistics, Process Mapping, Data Collection, Six Sigma Methodology, Lean Six Sigma, Process Analysis, Data Analysis, Business Process Improvement, Workflow Management, Statistical Inference, Pareto Chart, Operational Efficiency, Performance Measurement

      4
      Rating, 4 out of 5 stars
      ·
      8 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Particle Filters (and Navigation)

      Skills you'll gain: Bayesian Statistics, Numerical Analysis, Simulations, Matlab, Estimation, Global Positioning Systems, Statistical Inference, Computational Thinking, Applied Mathematics, Mathematical Modeling, Statistical Methods, Sampling (Statistics), Probability & Statistics, Algorithms, Probability Distribution, Computer Programming Tools

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      M

      Macquarie University

      Statistics and Data Analysis with Excel: Intermediate

      Skills you'll gain: Interactive Data Visualization, Data Visualization, Advanced Analytics, Pivot Tables And Charts, Data Analysis, Data Presentation, Statistical Inference, Data-Driven Decision-Making, Statistical Analysis, Analytics, Quantitative Research, Statistical Methods, Correlation Analysis, Business Analytics, Microsoft Excel, Statistics, Statistical Hypothesis Testing, Regression Analysis, Descriptive Statistics, Variance Analysis

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Variable Selection, Model Validation, Nonlinear Regression

      Skills you'll gain: Statistical Inference, Regression Analysis, R Programming, Advanced Analytics, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Validation, Probability & Statistics, Statistical Hypothesis Testing, Anomaly Detection

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      7 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      J

      Johns Hopkins University

      Cours intensif sur la science des données

      Skills you'll gain: Data Science, Data Literacy, Project Design, Data Analysis, Data Management, Data Presentation, Data-Driven Decision-Making, Business Analytics, Performance Metric, Machine Learning, Statistical Inference

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Resampling, Selection and Splines

      Skills you'll gain: R Programming, Data Science, Statistical Machine Learning, Dimensionality Reduction, Advanced Analytics, Statistical Analysis, Statistical Methods, Statistical Modeling, Sampling (Statistics), Regression Analysis, Machine Learning Methods, Predictive Modeling, Statistics, Statistical Inference, Supervised Learning, Applied Mathematics

      5
      Rating, 5 out of 5 stars
      ·
      8 reviews

      Intermediate · Course · 1 - 3 Months

    Causal Inference learners also search

    Statistical Inference
    Predictive Modeling
    Statistical Modeling
    Predictive Analytics
    Data Modeling
    Statistical Analysis
    Beginner Predictive Analytics
    Predictive Analytics Projects
    1…202122…24

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

    • Linear Kalman Filter Deep Dive (and Target Tracking): University of Colorado System
    • Intermediate Data Manipulation and Machine Learning: Packt
    • Introduction to On-Device AI: DeepLearning.AI
    • Statistics and Data Analysis with Excel: Essentials: Macquarie University
    • Statistics and Data Analysis with Excel, Part 2: University of Colorado Boulder
    • Data Analysis for Business: Fundação Instituto de Administração
    • Data Collection and Root Cause Analysis: SkillUp EdTech
    • Particle Filters (and Navigation): University of Colorado System
    • Statistics and Data Analysis with Excel: Intermediate: Macquarie University
    • Variable Selection, Model Validation, Nonlinear Regression: Illinois Tech

    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
    • Manage Cookie Preferences
    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