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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: 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

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Michigan

      Data-Oriented Python Programming and Debugging

      Skills you'll gain: NumPy, Debugging, Pandas (Python Package), Scientific Visualization, Data Science, Statistics, Descriptive Statistics, Jupyter, Data Analysis, Data Processing, Analytical Skills, Data Integration, Computational Thinking, Integrated Development Environments, Program Development, Technical Support, Performance Tuning, Critical Thinking

      4.6
      Rating, 4.6 out of 5 stars
      ·
      7 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      C

      Coursera Instructor Network

      Unlocking Business Insights through Storytelling with Data

      Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Storytelling, Data Visualization Software, Infographics, Data-Driven Decision-Making, Tableau Software, Data Analysis, Data Validation, Microsoft Excel, Decision Making

      4.7
      Rating, 4.7 out of 5 stars
      ·
      10 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      B

      Ball State University

      Statistical Methods for Data Science

      Skills you'll gain: Probability Distribution, Probability & Statistics, Sampling (Statistics), Probability, Statistics, Statistical Methods, Statistical Inference, R Programming, Bayesian Statistics, Statistical Analysis, Descriptive Statistics, Statistical Visualization

      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: Preview
      Preview
      U

      Universidade de São Paulo

      Econometria Básica Aplicada

      Skills you'll gain: Econometrics, Regression Analysis, Statistical Inference, Statistical Hypothesis Testing, Correlation Analysis, Statistical Analysis, Economics, Time Series Analysis and Forecasting, Probability & Statistics, Quantitative Research, Mathematical Modeling

      4.5
      Rating, 4.5 out of 5 stars
      ·
      169 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      K

      Kennesaw State University

      The Analyze Phase for the 6 σ Black Belt

      Skills you'll gain: Six Sigma Methodology, Lean Six Sigma, Statistical Hypothesis Testing, Statistical Analysis, Statistical Methods, Probability & Statistics, Analysis, Statistical Inference, Data Analysis, Analytical Skills, Correlation Analysis, Process Improvement and Optimization, Regression Analysis, Root Cause Analysis, Risk Analysis, Variance Analysis

      4.4
      Rating, 4.4 out of 5 stars
      ·
      49 reviews

      Mixed · 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

      Data Science for Marketing

      Skills you'll gain: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, Statistical Methods, Customer Analysis, AI Personalization, Unsupervised Learning, Regression Analysis, Descriptive Statistics, Statistical Analysis, Data Analysis, Supervised Learning, Anomaly Detection, Statistical Software, Correlation Analysis, Data Visualization, Advanced Analytics, Bayesian Network, Marketing Strategies, Machine Learning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      11 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Advanced Linear Models for Data Science 2: Statistical Linear Models

      Skills you'll gain: Data Science, Probability & Statistics, Linear Algebra, Statistical Analysis, Statistical Modeling, Regression Analysis, Probability Distribution, Statistical Inference

      4.6
      Rating, 4.6 out of 5 stars
      ·
      101 reviews

      Advanced · Course · 1 - 4 Weeks

    • 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
      U

      University of Michigan

      Data Science for Health Research

      Skills you'll gain: Rmarkdown, Plot (Graphics), Scatter Plots, Statistical Modeling, Statistical Inference, R Programming, Statistics, Exploratory Data Analysis, Statistical Methods, Tidyverse (R Package), Probability & Statistics, Data Wrangling, Histogram, Sampling (Statistics), Regression Analysis, Data Visualization Software, Data Visualization, Data Analysis, Statistical Analysis, Predictive Analytics

      5
      Rating, 5 out of 5 stars
      ·
      9 reviews

      Intermediate · Specialization · 1 - 3 Months

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

    • Infectious Disease Modeling in Practice: Johns Hopkins University
    • Data-Oriented Python Programming and Debugging: University of Michigan
    • Unlocking Business Insights through Storytelling with Data: Coursera Instructor Network
    • Statistical Methods for Data Science: Ball State University
    • Foundations of Probability and Random Variables: Johns Hopkins University
    • Econometria Básica Aplicada: Universidade de São Paulo
    • The Analyze Phase for the 6 σ Black Belt: Kennesaw State University
    • Operationalizing LLMs on Azure: Duke University
    • Data Science for Marketing: University of Colorado System
    • Advanced Linear Models for Data Science 2: Statistical Linear Models: Johns Hopkins University

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