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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

    • C

      Coursera Project Network

      Statistics For Data Science

      Skills you'll gain: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference

      4
      Rating, 4 out of 5 stars
      ·
      34 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • 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: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Managing, Describing, and Analyzing Data

      Skills you'll gain: Statistical Analysis, Data Analysis, Sampling (Statistics), Descriptive Statistics, Statistical Hypothesis Testing, Statistical Inference, Probability Distribution, R Programming, Data Literacy, Statistical Visualization, Ggplot2, Probability, Histogram, Tidyverse (R Package)

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      34 reviews

      Beginner · 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
      U

      University of California, Santa Cruz

      Bayesian Statistics: Capstone Project

      Skills you'll gain: Bayesian Statistics, Statistical Modeling, Time Series Analysis and Forecasting, Data Presentation, Markov Model, Statistical Analysis, Data Analysis, R Programming, Statistical Methods, Predictive Modeling, Probability & Statistics

      Advanced · 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
      U

      University of Michigan

      Llama for Python Programmers

      Skills you'll gain: Prompt Engineering, Large Language Modeling, Open Source Technology, Application Development, Generative AI, Python Programming, Applied Machine Learning, Natural Language Processing, Debugging

      4.7
      Rating, 4.7 out of 5 stars
      ·
      15 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      J

      Johns Hopkins University

      Introduction to AI: Key Concepts and Applications

      Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Computer Science, Bayesian Network, Machine Learning, Data Quality, Artificial Neural Networks, Performance Testing, System Requirements, Algorithms, Data Validation, Statistical Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      19 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      Universiteit Leiden

      Population Health: Study Design

      Skills you'll gain: Epidemiology, Biostatistics, Public Health, Research Design, Clinical Research, Quantitative Research, Health Care, Statistical Methods, Statistics, Data Analysis

      4.3
      Rating, 4.3 out of 5 stars
      ·
      21 reviews

      Intermediate · Course · 1 - 3 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: 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
      ·
      38 reviews

      Intermediate · Course · 1 - 4 Weeks

    • 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

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

    • Statistics For Data Science: Coursera Project Network
    • Unlocking Business Insights through Storytelling with Data: Coursera Instructor Network
    • Managing, Describing, and Analyzing Data: University of Colorado Boulder
    • The Analyze Phase for the 6 σ Black Belt: Kennesaw State University
    • Bayesian Statistics: Capstone Project: University of California, Santa Cruz
    • Applied Kalman Filtering: University of Colorado System
    • Llama for Python Programmers: University of Michigan
    • Introduction to AI: Key Concepts and Applications: Johns Hopkins University
    • Population Health: Study Design: Universiteit Leiden
    • Modern Regression Analysis in R: University of Colorado Boulder

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