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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
      U

      Universiteit Leiden

      Population Health: Responsible Data Analysis

      Skills you'll gain: Statistical Analysis, Data Analysis, Regression Analysis, Statistical Inference, Descriptive Statistics, Sample Size Determination, Data Collection, Probability & Statistics, Data Ethics, Statistical Reporting, Data Quality, Data Cleansing, R Programming, Data Storage

      4.6
      Rating, 4.6 out of 5 stars
      ·
      45 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Data Storytelling

      Skills you'll gain: Data Storytelling, Interactive Data Visualization, Data Presentation, Data Visualization Software, Statistical Visualization, Exploratory Data Analysis, Tableau Software, Correlation Analysis, Data Ethics, Scatter Plots, Heat Maps

      3.9
      Rating, 3.9 out of 5 stars
      ·
      8 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Amsterdam

      Unraveling the Cycling City

      Skills you'll gain: Civil Engineering, Systems Thinking, Sociology, Policy Analysis, Cultural Diversity, Spatial Analysis, Qualitative Research, Trend Analysis, Environmental Issue, Human Factors, European History

      4.9
      Rating, 4.9 out of 5 stars
      ·
      252 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      W

      Wesleyan University

      Data Analysis Tools

      Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Statistical Methods, Statistical Programming, Quantitative Research, Data Analysis, Probability & Statistics, Correlation Analysis, Statistical Inference

      4.5
      Rating, 4.5 out of 5 stars
      ·
      415 reviews

      Mixed · 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: 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: 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
      É

      École Polytechnique

      Aléatoire : une introduction aux probabilités - Partie 2

      Skills you'll gain: Probability, Probability Distribution, Statistical Methods, Sampling (Statistics), Statistical Inference, Simulations, Statistical Modeling

      4.6
      Rating, 4.6 out of 5 stars
      ·
      39 reviews

      Mixed · Course · 1 - 3 Months

    • 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, Systems Of Measurement, Applied Mathematics, Probability Distribution, Sampling (Statistics), Engineering Calculations, Engineering Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      23 reviews

      Intermediate · Specialization · 3 - 6 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

    • 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
      F

      Fundação Instituto de Administração

      Data & Finance for the future

      Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Data Presentation, Regression Analysis, Data Literacy, Statistical Inference, Data Analysis, Descriptive Statistics, Financial Accounting, Business Analytics, Income Statement, Data-Driven Decision-Making, Cash Flows, Business Valuation, Business Economics, Economics, International Finance, Financial Policy, Business Management

      4.8
      Rating, 4.8 out of 5 stars
      ·
      457 reviews

      Intermediate · Specialization · 3 - 6 Months

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

    • Population Health: Responsible Data Analysis: Universiteit Leiden
    • Data Storytelling: University of California, Irvine
    • Unraveling the Cycling City: University of Amsterdam
    • Data Analysis Tools: Wesleyan University
    • Introduction to AI: Key Concepts and Applications: Johns Hopkins University
    • Bayesian Statistics: Capstone Project: University of California, Santa Cruz
    • Llama for Python Programmers: University of Michigan
    • Aléatoire : une introduction aux probabilités - Partie 2: École Polytechnique
    • Applied Kalman Filtering: University of Colorado System
    • Data Analysis: S.P. Jain Institute of Management and Research

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