Coursera
  • Online DegreeExplore Bachelor’s & Master’s degrees
  • MasterTrack™Earn credit towards a Master’s degree
  • University CertificatesAdvance your career with graduate-level learning
Find your New CareerFor EnterpriseFor Universities
  • Browse
  • Top Courses
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Causal Inference

    Filter by

    18 results for "causal inference"

    • Placeholder
      University of Pennsylvania

      A Crash Course in Causality: Inferring Causal Effects from Observational Data

      Skills you'll gain: Econometrics, Matching, Statistical Tests, Statistical Programming, Regression, Experiment, Probability & Statistics, Research and Design, Causality, Marketing, Business Analysis, General Statistics, Graph Theory, Entrepreneurship, Mathematics, Forecasting, Statistical Analysis, Machine Learning, R Programming, Data Analysis, Market Research

      4.7

      (449 reviews)

      Intermediate · Course · 1-3 Months

    • Free

      Placeholder
      Columbia University

      Causal Inference

      Skills you'll gain: Combinatorics, Mathematics, Probability & Statistics, General Statistics

      3.3

      (65 reviews)

      Advanced · Course · 1-3 Months

    • Placeholder
      Coursera Project Network

      Essential Causal Inference Techniques for Data Science

      Skills you'll gain: Regression, Probability & Statistics, Causality, General Statistics, Inference

      4.6

      (25 reviews)

      Beginner · Guided Project · Less Than 2 Hours

    • Free

      Placeholder
      Columbia University

      Causal Inference 2

      Skills you'll gain: Inference, Modeling

      3.4

      (14 reviews)

      Advanced · Course · 1-3 Months

    • Free

      Placeholder
      Eindhoven University of Technology

      Improving your statistical inferences

      Skills you'll gain: General Statistics, Hypothesis Testing, Probability & Statistics, Experiment, Euler'S Totient Function, Data Analysis, Statistical Tests, Statistical Hypothesis Testing, Hypothesis, Bayesian Network, Bayesian Statistics, Statistical Analysis, Business Analysis, Analysis, Inference, Statistical Inference, Machine Learning, Bayesian

      4.9

      (724 reviews)

      Intermediate · Course · 1-3 Months

    • Placeholder
      Johns Hopkins University

      Data Science in Real Life

      Skills you'll gain: Software Engineering, Communication, Data Analysis, Application Development, Econometrics, Software Engineering Tools, Writing, Probability & Statistics, Experiment, General Statistics, Forecasting, Analysis

      4.4

      (2.3k reviews)

      Mixed · Course · 1-4 Weeks

    • Placeholder
      Placeholder
      Johns Hopkins University

      Quantifying Relationships with Regression Models

      Skills you'll gain: Logistic Regression, Regression Analysis, Regression, Research and Design, General Statistics, Correlation And Dependence, Analysis, Probability & Statistics, Modeling

      4.6

      (14 reviews)

      Intermediate · Course · 1-4 Weeks

    • Placeholder
      Placeholder
      Johns Hopkins University

      Data – What It Is, What We Can Do With It

      Skills you'll gain: Graphs, Data Analysis, Basic Descriptive Statistics, General Statistics, Research and Design, Data Literacy, Data Visualization, Probability & Statistics, Analysis

      4.6

      (95 reviews)

      Beginner · Course · 1-4 Weeks

    • Placeholder
      Placeholder
      Stanford University

      Probabilistic Graphical Models 2: Inference

      Skills you'll gain: Computer Architecture, Distributed Computing Architecture, Probability & Statistics, Bayesian Network, Approximation, Machine Learning

      4.6

      (470 reviews)

      Advanced · Course · 1-3 Months

    • Placeholder
      Placeholder
      Stanford University

      Probabilistic Graphical Models

      Skills you'll gain: Bayesian, Bayesian Network, Bayesian Statistics, Behavioral Economics, Business Psychology, Computer Architecture, Computer Programming, Data Analysis, Decision Making, Distributed Computing Architecture, Entrepreneurship, Feature Engineering, General Statistics, Graph Theory, Leadership and Management, Machine Learning, Markov Model, Mathematics, Modeling, Other Programming Languages, Probability, Probability & Statistics, Probability Distribution

      4.6

      (1.5k reviews)

      Advanced · Specialization · 3-6 Months

    • Placeholder
      Placeholder
      Stanford University

      Probabilistic Graphical Models 1: Representation

      Skills you'll gain: Behavioral Economics, Business Psychology, Computer Programming, Other Programming Languages, Probability & Statistics, Feature Engineering, Probability, Graph Theory, Leadership and Management, Decision Making, Data Analysis, Entrepreneurship, Bayesian Network, Mathematics, Bayesian Statistics, General Statistics, Markov Model, Probability Distribution, Modeling, Machine Learning, Bayesian

      4.6

      (1.4k reviews)

      Advanced · Course · 1-3 Months

    • Placeholder

      Free

      Placeholder
      University of Zurich

      An Intuitive Introduction to Probability

      Skills you'll gain: Studentized Residual, General Statistics, Probability & Statistics, Data Analysis, Basic Descriptive Statistics, Probability, Bayesian Network, Bayesian Statistics, Bayesian, Chi-Squared Distribution, Randomness, Probability Distribution, Machine Learning

      4.8

      (1.4k reviews)

      Beginner · Course · 1-3 Months

    Searches related to causal inference

    causal inference 2
    essential causal inference techniques for data science
    12

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

    • A Crash Course in Causality: Inferring Causal Effects from Observational Data: University of Pennsylvania
    • Causal Inference: Columbia University
    • Essential Causal Inference Techniques for Data Science: Coursera Project Network
    • Causal Inference 2: Columbia University
    • Improving your statistical inferences: Eindhoven University of Technology
    • Data Science in Real Life: Johns Hopkins University
    • Quantifying Relationships with Regression Models: Johns Hopkins University
    • Data – What It Is, What We Can Do With It: Johns Hopkins University
    • Probabilistic Graphical Models 2: Inference: Stanford University
    • Probabilistic Graphical Models: Stanford University

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

    Coursera Footer

    Start or advance your career

    • Google Data Analyst
    • Google Project Management
    • Google UX Design
    • Google IT Support
    • IBM Data Science
    • IBM Data Analyst
    • IBM Data Analytics with Excel and R
    • IBM Cybersecurity Analyst
    • IBM Data Engineering
    • IBM Full Stack Cloud Developer
    • Facebook Social Media Marketing
    • Facebook Marketing Analytics
    • Salesforce Sales Development Representative
    • Salesforce Sales Operations
    • Intuit Bookkeeping
    • Preparing for Google Cloud Certification: Cloud Architect
    • Preparing for Google Cloud Certification: Cloud Data Engineer
    • Launch your career
    • Prepare for a certification
    • Advance your career

    Browse popular topics

    • Free Courses
    • Learn a Language
    • Python
    • Java
    • Web Design
    • SQL
    • Cursos Gratis
    • Microsoft Excel
    • Project Management
    • Cybersecurity
    • Human Resources
    • Data Science Free Courses
    • Speaking English
    • Content Writing
    • Full Stack Web Development
    • Artificial Intelligence
    • C Programming
    • Communication Skills
    • Blockchain
    • See all courses

    Popular courses and articles

    • Skills for Data Science Teams
    • Data Driven Decision Making
    • Software Engineering Skills
    • Soft Skills for Engineering Teams
    • Management Skills
    • Marketing Skills
    • Skills for Sales Teams
    • Product Manager Skills
    • Skills for Finance
    • Popular Data Science Courses in the UK
    • Beliebte Technologiekurse in Deutschland
    • Popular Cybersecurity Certifications
    • Popular IT Certifications
    • Popular SQL Certifications
    • Marketing Manager Career Guide
    • Project Manager Career Guide
    • Python Programming Skills
    • Web Developer Career Guide
    • Data Analyst Skills
    • Skills for UX Designers

    Earn a degree or certificate online

    • MasterTrack® Certificates
    • Professional Certificates
    • University Certificates
    • MBA & Business Degrees
    • Data Science Degrees
    • Computer Science Degrees
    • Data Analytics Degrees
    • Public Health Degrees
    • Social Sciences Degrees
    • Management Degrees
    • Degrees from Top European Universities
    • Master's Degrees
    • Bachelor's Degrees
    • Degrees with a Performance Pathway
    • Bsc Courses
    • What is a Bachelor's Degree?
    • How Long Does a Master's Degree Take?
    • Is an Online MBA Worth It?
    • 7 Ways to Pay for Graduate School
    • See all certificates

    Coursera

    • About
    • What We Offer
    • Leadership
    • Careers
    • Catalog
    • Coursera Plus
    • Professional Certificates
    • MasterTrack® Certificates
    • Degrees
    • For Enterprise
    • For Government
    • For Campus
    • Become a Partner
    • Coronavirus Response

    Community

    • Learners
    • Partners
    • Developers
    • Beta Testers
    • Translators
    • Blog
    • Tech Blog
    • Teaching Center

    More

    • Press
    • Investors
    • Terms
    • Privacy
    • Help
    • Accessibility
    • Contact
    • Articles
    • Directory
    • Affiliates
    • Modern Slavery Statement
    Learn Anywhere
    Download on the App StoreGet it on Google Play
    Placeholder
    © 2022 Coursera Inc. All rights reserved.
    • Placeholder
    • Placeholder
    • Placeholder
    • Placeholder
    • Placeholder