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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 Alberta

      Prediction and Control with Function Approximation

      Skills you'll gain: Reinforcement Learning, Supervised Learning, Deep Learning, Machine Learning, Feature Engineering, Artificial Neural Networks, Probability Distribution, Statistical Methods

      4.8
      Rating, 4.8 out of 5 stars
      ·
      839 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      W

      Wesleyan University

      Introduction to Abnormal Psychology

      Skills you'll gain: Psychological Evaluations, Mental Health Diseases and Disorders, Psychiatry, Mental Health, Psychology, Mental and Behavioral Health, Behavioral Health, Stress Management

      4.9
      Rating, 4.9 out of 5 stars
      ·
      461 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Santa Cruz

      Bayesian Statistics: Mixture Models

      Skills you'll gain: R Programming, Statistical Modeling, Markov Model, Bayesian Statistics, Statistical Machine Learning, Unsupervised Learning, Machine Learning Algorithms, Probability & Statistics, Simulations, Sampling (Statistics)

      4.5
      Rating, 4.5 out of 5 stars
      ·
      62 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Logistic Regression in R for Public Health

      Skills you'll gain: Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, Probability & Statistics, Predictive Modeling, Data Analysis Software, Public Health, Biostatistics, Data Processing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      366 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Databricks

      Introduction to Computational Statistics for Data Scientists

      Skills you'll gain: Bayesian Statistics, Databricks, Sampling (Statistics), Statistical Modeling, Data Science, Statistical Methods, Probability, Markov Model, Statistics, Probability Distribution, Statistical Inference, Jupyter, Classification And Regression Tree (CART), Python Programming, Simulations, Anomaly Detection, Debugging, Regression Analysis, Statistical Programming, Algorithms

      4
      Rating, 4 out of 5 stars
      ·
      109 reviews

      Beginner · Specialization · 1 - 3 Months

    • 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: Free Trial
      Free Trial
      A

      American Psychological Association

      Psychological Research

      Skills you'll gain: Descriptive Statistics, Quantitative Research, Plot (Graphics), Scientific Methods, Graphing, Research Design, Statistical Visualization, Statistical Hypothesis Testing, Healthcare Ethics, Probability & Statistics, Research, Statistical Inference, Statistics, Sample Size Determination, Ethical Standards And Conduct, Data Analysis, Data Collection, Research and Design, Research Methodologies, General Science and Research

      4.7
      Rating, 4.7 out of 5 stars
      ·
      255 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      E

      Eindhoven University of Technology

      Improving Your Statistical Questions

      Skills you'll gain: Scientific Methods, Quantitative Research, Research Design, Statistical Inference, Experimentation, Statistical Hypothesis Testing, Statistical Methods, Statistical Analysis, Probability & Statistics, Research Methodologies, Data Integrity, Forecasting, Data Synthesis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      112 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Introduction to Predictive Modeling

      Skills you'll gain: Predictive Modeling, Time Series Analysis and Forecasting, Regression Analysis, Predictive Analytics, Forecasting, Microsoft Excel, Statistical Methods, Data Transformation, Data Cleansing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      137 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Data Storytelling

      Skills you'll gain: Data Storytelling, Dashboard, Data Presentation, Data Visualization, LinkedIn, Data Visualization Software, Storytelling, Data Transformation, Technical Communication, Professional Networking, Interviewing Skills, Stakeholder Engagement

      4.6
      Rating, 4.6 out of 5 stars
      ·
      10 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      AI Capstone Project with Deep Learning

      Skills you'll gain: Keras (Neural Network Library), PyTorch (Machine Learning Library), Deep Learning, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      653 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Exploring and Producing Data for Business Decision Making

      Skills you'll gain: Sampling (Statistics), Data Analysis, Descriptive Statistics, Data-Driven Decision-Making, Probability & Statistics, Statistical Analysis, Statistical Inference, Data Collection, Data Visualization, Data Presentation, Decision Making, Microsoft Excel

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1K reviews

      Beginner · Course · 1 - 3 Months

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

    • Prediction and Control with Function Approximation: University of Alberta
    • Introduction to Abnormal Psychology: Wesleyan University
    • Bayesian Statistics: Mixture Models: University of California, Santa Cruz
    • Logistic Regression in R for Public Health: Imperial College London
    • Introduction to Computational Statistics for Data Scientists: Databricks
    • Developing Data Products: Johns Hopkins University
    • Psychological Research: American Psychological Association
    • Improving Your Statistical Questions: Eindhoven University of Technology
    • Introduction to Predictive Modeling: University of Minnesota
    • Data Storytelling: DeepLearning.AI

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