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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
      U

      University of Colorado Boulder

      Data Science Foundations: Statistical Inference

      Skills you'll gain: Probability, Statistical Inference, Statistical Hypothesis Testing, Probability & Statistics, Probability Distribution, Statistical Methods, Statistical Analysis, Data Science, Statistics, Bayesian Statistics, Sampling (Statistics), Descriptive Statistics, Correlation Analysis

      Build toward a degree

      4.4
      Rating, 4.4 out of 5 stars
      ·
      323 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Regression Models

      Skills you'll gain: Regression Analysis, Data Science, Statistical Modeling, Statistical Analysis, Data Analysis, Predictive Modeling, Statistical Methods, Supervised Learning, Mathematical Modeling, Statistical Inference

      4.4
      Rating, 4.4 out of 5 stars
      ·
      3.4K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      E

      Eindhoven University of Technology

      Improving your statistical inferences

      Skills you'll gain: Statistical Inference, Bayesian Statistics, Statistical Methods, Statistical Hypothesis Testing, Statistics, Probability & Statistics, Quantitative Research, Scientific Methods, Statistical Modeling, Statistical Analysis, Sample Size Determination, Data Literacy, Research, Statistical Reporting, Probability Distribution, Data Sharing

      4.9
      Rating, 4.9 out of 5 stars
      ·
      797 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Inferential Statistical Analysis with Python

      Skills you'll gain: Statistical Methods, Statistical Inference, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Statistical Analysis, Data Analysis, Python Programming, Jupyter, Matplotlib, NumPy

      4.6
      Rating, 4.6 out of 5 stars
      ·
      924 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Amsterdam

      Basic Statistics

      Skills you'll gain: Data Presentation, Statistical Hypothesis Testing, Probability & Statistics, Statistics, Statistical Analysis, Quantitative Research, R Programming

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

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Inferential Statistics

      Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Statistics, Statistical Analysis, Probability & Statistics, Quantitative Research, Sampling (Statistics), Data Analysis, Probability Distribution, R Programming

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2.7K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      Stanford University

      Probabilistic Graphical Models 2: Inference

      Skills you'll gain: Bayesian Network, Sampling (Statistics), Statistical Inference, Machine Learning Methods, Markov Model, Graph Theory, Probability & Statistics, Algorithms, Probability Distribution, Computational Thinking

      4.6
      Rating, 4.6 out of 5 stars
      ·
      488 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Regression Analysis: Simplify Complex Data Relationships

      Skills you'll gain: Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, Data Analysis, Analytics, Statistical Modeling, Business Analytics, Predictive Modeling, Correlation Analysis, Scikit Learn (Machine Learning Library), Statistical Machine Learning, Python Programming, Estimation, Performance Metric

      4.7
      Rating, 4.7 out of 5 stars
      ·
      545 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Amsterdam

      Inferential Statistics

      Skills you'll gain: Statistical Inference, Predictive Modeling, Regression Analysis, Statistics, Data Analysis, Statistical Modeling, Correlation Analysis

      4.3
      Rating, 4.3 out of 5 stars
      ·
      602 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Zurich

      An Intuitive Introduction to Probability

      Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Risk Management, Statistics, Descriptive Statistics, Risk Analysis, Finance

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.9K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      D

      DeepLearning.AI

      Generative AI with Large Language Models

      Skills you'll gain: Large Language Modeling, Generative AI, Prompt Engineering, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Scalability, Reinforcement Learning, Natural Language Processing, Machine Learning, Performance Tuning, Python Programming, Software Architecture

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.4K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Statistical Inference for Estimation in Data Science

      Skills you'll gain: Statistical Inference, Statistical Methods, Probability & Statistics, Statistical Analysis, Data Science, Sampling (Statistics), Probability Distribution

      4.1
      Rating, 4.1 out of 5 stars
      ·
      88 reviews

      Intermediate · Course · 1 - 3 Months

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

    • Data Science Foundations: Statistical Inference: University of Colorado Boulder
    • Regression Models: Johns Hopkins University
    • Improving your statistical inferences: Eindhoven University of Technology
    • Inferential Statistical Analysis with Python: University of Michigan
    • Basic Statistics: University of Amsterdam
    • Inferential Statistics: Duke University
    • Probabilistic Graphical Models 2: Inference: Stanford University
    • Regression Analysis: Simplify Complex Data Relationships: Google
    • Inferential Statistics: University of Amsterdam
    • An Intuitive Introduction to Probability: University of Zurich

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