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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 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
      S

      S.P. Jain Institute of Management and Research

      Data Analysis

      Skills you'll gain: Descriptive Statistics, Data Analysis, Sampling (Statistics), Business Analytics, Statistical Analysis, Statistical Hypothesis Testing, Quantitative Research, Business Mathematics, Regression Analysis, Statistical Methods, Trend Analysis, Correlation Analysis, Microsoft Excel, Statistical Inference, Exploratory Data Analysis, Variance Analysis, Probability

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      16 reviews

      Beginner · Course · 1 - 3 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
      J

      Johns Hopkins University

      Foundations of Probability and Random Variables

      Skills you'll gain: Probability Distribution, Combinatorics, Probability & Statistics, Statistical Analysis, Bayesian Statistics, Data Analysis, Probability, Statistical Methods, R Programming, Simulations

      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 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: Preview
      Preview
      J

      Johns Hopkins University

      Artificial Intelligence for Breast Cancer Detection

      Skills you'll gain: Mammography, Artificial Intelligence, Anomaly Detection, Image Analysis, Bayesian Network, Computer Vision, Medical Imaging, Machine Learning Methods, Artificial Neural Networks, Epidemiology, Supervised Learning, Deep Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      72 reviews

      Intermediate · Course · 1 - 4 Weeks

    • 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
      A

      American Psychological Association

      Basic Inferential Statistics for Psychology

      Skills you'll gain: Statistical Hypothesis Testing, Probability & Statistics, Sample Size Determination, Quantitative Research, Sampling (Statistics), Statistics, Statistical Methods, Statistical Inference, Statistical Analysis, Statistical Software, Data Analysis, Descriptive Statistics, Regression Analysis, Psychology, Data Literacy, Research Design, Research

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Advanced Statistical Techniques for Data Science

      Skills you'll gain: Histogram, Data Analysis, Bayesian Statistics, Classification And Regression Tree (CART), Statistical Inference, Statistical Analysis, Analytics, R Programming, Data Visualization, Customer Analysis, Market Analysis, Regression Analysis, Data Mining, Statistical Methods, Decision Tree Learning, Python Programming, Advanced Analytics, Statistical Modeling, Feature Engineering, Correlation Analysis

      Build toward a degree

      4.5
      Rating, 4.5 out of 5 stars
      ·
      42 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      J

      Johns Hopkins University

      Infectious Disease Modeling in Practice

      Skills you'll gain: Epidemiology, Mathematical Modeling, Infectious Diseases, Public Health, Statistical Modeling, Predictive Modeling, Health Policy, Forecasting, Statistical Inference, Probability

      4.8
      Rating, 4.8 out of 5 stars
      ·
      12 reviews

      Intermediate · Course · 1 - 4 Weeks

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

    • Logistic Regression and Prediction for Health Data: University of Michigan
    • Advanced Probability and Statistical Methods: Johns Hopkins University
    • Data Analysis: S.P. Jain Institute of Management and Research
    • Bayesian Computational Statistics: Illinois Tech
    • Foundations of Probability and Random Variables: Johns Hopkins University
    • Operationalizing LLMs on Azure: Duke University
    • Applied Kalman Filtering: University of Colorado System
    • Artificial Intelligence for Breast Cancer Detection: Johns Hopkins University
    • Data Science Decisions in Time: Using Causal Information: Johns Hopkins University
    • Basic Inferential Statistics for Psychology: American Psychological Association

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