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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
      D

      Duke University

      Introduction to Logic and Critical Thinking

      Skills you'll gain: Deductive Reasoning, Critical Thinking, Logical Reasoning, Computational Logic, Probability, Bayesian Statistics, Analytical Skills, Analysis, Decision Making, Research, Persuasive Communication, Statistical Inference, Complex Problem Solving, Oral Expression, Theoretical Computer Science, Communication, Appeals, Discussion Facilitation, Learning Strategies, Business Communication

      4.6
      Rating, 4.6 out of 5 stars
      ·
      3.6K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      F

      Fractal Analytics

      Data Storytelling

      Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Interactive Data Visualization, Data Ethics, Storytelling, Infographics, Data Visualization Software, Data Quality, Data Literacy, Data-Driven Decision-Making, Data Analysis, Design Elements And Principles

      4.6
      Rating, 4.6 out of 5 stars
      ·
      130 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      G

      Google Cloud

      Cloud Run for AI Inference

      Skills you'll gain: Google Cloud Platform, Generative AI, Serverless Computing, Cloud-Based Integration, Application Deployment, Cloud Applications, Containerization, Machine Learning Methods, Performance Tuning, Scalability

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Science

      Skills you'll gain: Rmarkdown, Shiny (R Package), Exploratory Data Analysis, Statistical Inference, Statistical Hypothesis Testing, Predictive Modeling, Regression Analysis, Plot (Graphics), Knitr, Statistical Analysis, Machine Learning Algorithms, R Programming, Statistical Methods, Plotly, Data Manipulation, Statistical Visualization, Statistical Modeling, Data Science, Machine Learning, GitHub

      4.5
      Rating, 4.5 out of 5 stars
      ·
      51K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      Universidad Nacional Autónoma de México

      Introducción a la inteligencia artificial

      Skills you'll gain: Computational Logic, Bayesian Network, Markov Model, Creativity, Game Theory, Deductive Reasoning, Generative AI, Algorithms, Artificial Intelligence, Logical Reasoning, Artificial Intelligence and Machine Learning (AI/ML), Computational Thinking, Applied Machine Learning, Theoretical Computer Science, Data Ethics, Network Analysis, Decision Support Systems, Social Sciences, Analytical Skills, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      601 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      M

      Meta

      Meta Marketing Science Certification Prep

      Skills you'll gain: Marketing Analytics, Descriptive Statistics, Marketing Effectiveness, Marketing, A/B Testing, Bayesian Statistics, Key Performance Indicators (KPIs), Statistical Hypothesis Testing, Performance Analysis, Performance Measurement, Customer Analysis, Statistical Inference, Statistics, Statistical Modeling, Advertising Campaigns, Sampling (Statistics), Web Analytics, Google Analytics, Scheduling, Marketing Strategies

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2.8K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Advanced Statistics for Data Science

      Skills you'll gain: Data Visualization, Probability & Statistics, Statistical Hypothesis Testing, Data Analysis, Bayesian Statistics, Statistics, Biostatistics, Linear Algebra, Statistical Analysis, Data Science, Statistical Methods, Regression Analysis, Probability, Statistical Inference, Sampling (Statistics), Probability Distribution, Statistical Modeling, R Programming, Mathematical Modeling, Sample Size Determination

      4.4
      Rating, 4.4 out of 5 stars
      ·
      767 reviews

      Advanced · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Epidemiology for Public Health

      Skills you'll gain: Clinical Trials, Epidemiology, Research Design, Public Health and Disease Prevention, Clinical Research, Biostatistics, Public Health, Data Collection, Research Methodologies, Preventative Care, Program Evaluation, Infectious Diseases, Data Validation, Data Literacy, Chronic Diseases, Risk Analysis, Health Policy, Correlation Analysis, Statistical Methods, Sample Size Determination

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.2K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Preview
      Preview
      T

      The Hong Kong University of Science and Technology

      Python and Statistics for Financial Analysis

      Skills you'll gain: Statistical Inference, Statistical Methods, Probability Distribution, Statistics, Risk Analysis, Probability & Statistics, Financial Trading, Regression Analysis, Statistical Analysis, Data Visualization, Financial Analysis, Financial Data, Time Series Analysis and Forecasting, Financial Modeling, Pandas (Python Package), Market Trend, Python Programming, Data Manipulation

      4.4
      Rating, 4.4 out of 5 stars
      ·
      4.5K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Exploratory Data Analysis for Machine Learning

      Skills you'll gain: Feature Engineering, Data Analysis, Data Cleansing, Exploratory Data Analysis, Data Science, Artificial Intelligence, Statistical Analysis, Data Transformation, Statistical Inference, Statistical Hypothesis Testing, Data Quality, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      2.4K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Managerial Economics and Business Analysis

      Skills you'll gain: Data-Driven Decision-Making, Sampling (Statistics), Business Analytics, Data Analysis, Descriptive Statistics, Banking, Financial Policy, Market Dynamics, Supply And Demand, Statistical Inference, Probability & Statistics, Financial Systems, Bank Regulations, Predictive Analytics, Risk Management, Statistical Analysis, Economics, Statistical Methods, Statistical Hypothesis Testing, Regression Analysis

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      4.2K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Santa Cruz

      Bayesian Statistics: From Concept to Data Analysis

      Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Modeling, Probability, Statistics, Data Analysis, Statistical Analysis, Probability Distribution, R Programming, Regression Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      3.2K reviews

      Intermediate · Course · 1 - 4 Weeks

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

    • Introduction to Logic and Critical Thinking: Duke University
    • Data Storytelling: Fractal Analytics
    • Cloud Run for AI Inference: Google Cloud
    • Data Science: Johns Hopkins University
    • Introducción a la inteligencia artificial: Universidad Nacional Autónoma de México
    • Meta Marketing Science Certification Prep: Meta
    • Advanced Statistics for Data Science: Johns Hopkins University
    • Epidemiology for Public Health: Imperial College London
    • Python and Statistics for Financial Analysis: The Hong Kong University of Science and Technology
    • Exploratory Data Analysis for Machine Learning: IBM

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