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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 System

      Applied Kalman Filtering

      Skills you'll gain: Bayesian Statistics, Control Systems, Numerical Analysis, Simulations, Mathematical Modeling, Estimation, Linear Algebra, Statistical Methods, Matlab, Global Positioning Systems, Advanced Mathematics, Statistical Inference, Anomaly Detection, Computational Thinking, Applied Mathematics, Probability Distribution, Sampling (Statistics), Continuous Monitoring, Engineering Calculations, Engineering Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      23 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Modern Regression Analysis in R

      Skills you'll gain: Statistical Inference, Regression Analysis, Statistical Modeling, Data Ethics, Statistical Methods, Statistical Hypothesis Testing, Statistics, Data Science, Predictive Modeling, Probability & Statistics, R Programming, Data Modeling, Statistical Analysis, Correlation Analysis

      Build toward a degree

      4.4
      Rating, 4.4 out of 5 stars
      ·
      30 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      Data Storytelling - From Insight to Impact

      Skills you'll gain: Data Presentation, Data Visualization, Presentations, Microsoft PowerPoint, Target Audience, Persuasive Communication, Data Visualization Software, Storytelling, Dashboard, Communication

      Intermediate · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Bayesian Computational Statistics

      Skills you'll gain: Bayesian Statistics, Statistical Modeling, Statistical Inference, Statistical Methods, Regression Analysis, Predictive Modeling, Statistical Analysis, Markov Model, Probability, Numerical Analysis, Simulations, Probability Distribution

      Build toward a degree

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Logistic Regression and Prediction for Health Data

      Skills you'll gain: Statistical Inference, Statistical Methods, Probability & Statistics, Statistical Analysis, Predictive Analytics, R Programming, Regression Analysis, Supervised Learning, Statistical Modeling, Biostatistics, Data Analysis

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Advanced Probability and Statistical Methods

      Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Probability & Statistics, Statistical Analysis, Statistical Methods, Probability Distribution, Markov Model, Probability, Statistics, Data Analysis, Analytics, Statistical Modeling, Statistical Inference, Advanced Mathematics, Sampling (Statistics), Actuarial Science, Applied Mathematics, Simulations

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      Universidade de São Paulo

      Econometria Básica Aplicada

      Skills you'll gain: Econometrics, Regression Analysis, Statistical Inference, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Economics, Mathematical Modeling, Time Series Analysis and Forecasting, Data Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      170 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      From Data To Decision With AI

      Skills you'll gain: Statistical Methods, Data Analysis, Exploratory Data Analysis, Statistical Analysis, Data Visualization, Generative AI, Regression Analysis, Statistics, Histogram, Descriptive Statistics, Box Plots, Probability & Statistics, Data-Driven Decision-Making, Data Literacy, Predictive Analytics, Artificial Intelligence, Statistical Inference, Quantitative Research, Scatter Plots, Decision Making

      4.5
      Rating, 4.5 out of 5 stars
      ·
      12 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Science Decisions in Time: Using Causal Information

      Skills you'll gain: Data-Driven Decision-Making, Clinical Trials, Data Collection, Data Analysis, Strategic Decision-Making, Decision Making, Precision Medicine, Random Forest Algorithm, Online Advertising, Personalized Service, A/B Testing, Patient Treatment

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Operationalizing LLMs on Azure

      Skills you'll gain: Prompt Engineering, Microsoft Azure, OpenAI, Large Language Modeling, Application Deployment, Risk Management Framework, MLOps (Machine Learning Operations), Generative AI, Semantic Web, Python Programming, GitHub, Application Programming Interface (API)

      4.4
      Rating, 4.4 out of 5 stars
      ·
      37 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Data Driven Decision Making

      Skills you'll gain: Statistical Hypothesis Testing, Correlation Analysis, Statistical Analysis, Data Visualization, Statistical Software, Probability & Statistics, Statistical Methods, Data Analysis, Regression Analysis, Exploratory Data Analysis, Descriptive Statistics, Statistical Inference, R Programming, Variance Analysis, Sampling (Statistics)

      Build toward a degree

      4.9
      Rating, 4.9 out of 5 stars
      ·
      27 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      J

      Johns Hopkins University

      Gestión del análisis de datos

      Skills you'll gain: Data Analysis, Exploratory Data Analysis, Statistical Modeling, Statistical Inference, Data Management, Analytical Skills, Data Literacy, Probability & Statistics, Technical Communication

      4.6
      Rating, 4.6 out of 5 stars
      ·
      98 reviews

      Mixed · Course · 1 - 4 Weeks

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

    • Applied Kalman Filtering: University of Colorado System
    • Modern Regression Analysis in R: University of Colorado Boulder
    • Data Storytelling - From Insight to Impact: Packt
    • Bayesian Computational Statistics: Illinois Tech
    • Logistic Regression and Prediction for Health Data: University of Michigan
    • Advanced Probability and Statistical Methods: Johns Hopkins University
    • Econometria Básica Aplicada: Universidade de São Paulo
    • From Data To Decision With AI: Vanderbilt University
    • Data Science Decisions in Time: Using Causal Information: Johns Hopkins University
    • Operationalizing LLMs on Azure: Duke University

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