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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

      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
      ·
      600 reviews

      Intermediate · Specialization · 3 - 6 Months

    • 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
      D

      Duke University

      Think Again III: How to Reason Inductively

      Skills you'll gain: Deductive Reasoning, Logical Reasoning, Probability, Bayesian Statistics, Analytical Skills, Decision Making, Statistical Inference, Complex Problem Solving, Correlation Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      420 reviews

      Beginner · Course · 1 - 3 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
      ·
      129 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      T

      Tecnológico de Monterrey

      Lean Six Sigma

      Skills you'll gain: Lean Manufacturing, Lean Six Sigma, Process Capability, Process Analysis, Process Mapping, Six Sigma Methodology, Statistical Process Controls, Process Optimization, Process Improvement, Regression Analysis, Statistical Inference, Inventory Control, Production Process, Statistical Analysis, Statistical Methods, Predictive Modeling, Lean Methodologies, Waste Minimization, Statistics, Root Cause Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      817 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Probability & Statistics for Machine Learning & Data Science

      Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Bayesian Statistics, Probability Distribution, Probability & Statistics, Sampling (Statistics), Probability, A/B Testing, Statistics, Data Science, Statistical Analysis, Statistical Inference

      4.6
      Rating, 4.6 out of 5 stars
      ·
      589 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Biostatistics in Public Health

      Skills you'll gain: Biostatistics, Statistical Hypothesis Testing, Sampling (Statistics), Descriptive Statistics, Histogram, Statistical Visualization, Regression Analysis, Statistical Methods, Box Plots, Quantitative Research, Statistical Analysis, Statistical Inference, Epidemiology, Public Health, Statistics, Science and Research, Probability & Statistics, Statistical Modeling, Scientific Methods, Time Series Analysis and Forecasting

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2.4K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      J

      Johns Hopkins University

      Infectious Disease Transmission Models for Decision-Makers

      Skills you'll gain: Epidemiology, Policy Analysis, Infectious Diseases, Mathematical Modeling, Public Health, Program Evaluation, Health Policy, Statistical Modeling, Predictive Modeling, Data Quality

      4.7
      Rating, 4.7 out of 5 stars
      ·
      634 reviews

      Beginner · 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 Minnesota

      Analytics for Decision Making

      Skills you'll gain: Supply Chain, Probability Distribution, Inventory Control, Simulations, Predictive Modeling, Time Series Analysis and Forecasting, Financial Modeling, Operations Research, Regression Analysis, Operations Management, Cash Management, Predictive Analytics, Portfolio Management, Process Optimization, Process Analysis, Business Analytics, Investment Management, Probability, Analytics, Process Improvement and Optimization

      4.7
      Rating, 4.7 out of 5 stars
      ·
      265 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      Y

      Yale University

      Narrative Economics

      Skills you'll gain: Storytelling, Behavioral Economics, Economics, Forecasting, Systems Thinking, Socioeconomics, Data Collection, Analysis, Research, Complex Problem Solving, Business Ethics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      811 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Executive Data Science

      Skills you'll gain: Exploratory Data Analysis, Data Management, Data Analysis, Team Building, Data Presentation, Statistical Modeling, Statistical Inference, Data Literacy, Statistical Methods, Recruitment, Big Data, Leadership, Team Leadership, Analytical Skills, Team Management, Technical Communication, Data Cleansing, Data Science, Data Manipulation, Communication

      4.5
      Rating, 4.5 out of 5 stars
      ·
      11K reviews

      Beginner · Specialization · 1 - 3 Months

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

    • Introducción a la inteligencia artificial: Universidad Nacional Autónoma de México
    • Introduction to Logic and Critical Thinking: Duke University
    • Think Again III: How to Reason Inductively: Duke University
    • Data Storytelling: Fractal Analytics
    • Lean Six Sigma: Tecnológico de Monterrey
    • Probability & Statistics for Machine Learning & Data Science: DeepLearning.AI
    • Biostatistics in Public Health: Johns Hopkins University
    • Infectious Disease Transmission Models for Decision-Makers: Johns Hopkins University
    • Exploratory Data Analysis for Machine Learning: IBM
    • Analytics for Decision Making: University of Minnesota

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