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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

      University of Washington

      Practical Predictive Analytics: Models and Methods

      Skills you'll gain: Machine Learning Algorithms, Predictive Analytics, Unsupervised Learning, Statistical Machine Learning, Data Science, Supervised Learning, Data Analysis, Statistical Inference, Statistical Methods, R Programming, Statistical Analysis, Machine Learning, Probability & Statistics

      4.1
      Rating, 4.1 out of 5 stars
      ·
      321 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Statistical Inference for Estimation in Data Science

      Skills you'll gain: Statistical Inference, Statistical Methods, Probability & Statistics, Statistical Analysis, Data Science, Sampling (Statistics), Probability Distribution

      4.1
      Rating, 4.1 out of 5 stars
      ·
      88 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Geneva

      Operational Research for Humanitarians

      Skills you'll gain: Research Methodologies, Research, Qualitative Research, Health Policy, Ethical Standards And Conduct, Policty Analysis, Research, and Development, Community Development, Data Collection, Needs Assessment, Decision Making, Adaptability

      4.8
      Rating, 4.8 out of 5 stars
      ·
      146 reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Data Storytelling

      Skills you'll gain: Data Storytelling, Dashboard, Data Presentation, Data Visualization, LinkedIn, Data Visualization Software, Storytelling, Data Transformation, Technical Communication, Professional Networking, Interviewing Skills, Stakeholder Engagement

      4.9
      Rating, 4.9 out of 5 stars
      ·
      8 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      E

      EDUCBA

      DP-100 Microsoft Azure DS Exam

      Skills you'll gain: Microsoft Azure, MLOps (Machine Learning Operations), Application Deployment, Cloud Computing, Continuous Deployment, Data Pipelines, Virtual Machines, Applied Machine Learning, Cloud Computing Architecture, Development Environment, Data Store

      5
      Rating, 5 out of 5 stars
      ·
      7 reviews

      Intermediate · 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

    • 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
      ·
      815 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
      M

      Meta

      Statistics Foundations

      Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Marketing Analytics, Statistical Inference, Statistics, Statistical Modeling, Sampling (Statistics), Probability & Statistics, Business Analytics, Statistical Analysis, Statistical Methods, Tableau Software, Quantitative Research, Data Analysis, Exploratory Data Analysis, Regression Analysis, Time Series Analysis and Forecasting

      4.7
      Rating, 4.7 out of 5 stars
      ·
      352 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Statistical Inference

      Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Statistical Analysis, Statistical Methods, Statistical Modeling, Statistics, Probability & Statistics, Probability, Probability Distribution, Sampling (Statistics)

      4.2
      Rating, 4.2 out of 5 stars
      ·
      4.4K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Science: Statistics and Machine Learning

      Skills you'll gain: Rmarkdown, Shiny (R Package), Statistical Inference, Statistical Hypothesis Testing, Predictive Modeling, Regression Analysis, Exploratory Data Analysis, Statistical Analysis, Machine Learning Algorithms, Statistical Methods, Plotly, Statistics, Classification And Regression Tree (CART), R Programming, Data Visualization, Data Science, Statistical Modeling, Data Presentation, Machine Learning, GitHub

      4.4
      Rating, 4.4 out of 5 stars
      ·
      7.2K reviews

      Intermediate · Specialization · 3 - 6 Months

    • 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

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

    • Practical Predictive Analytics: Models and Methods: University of Washington
    • Statistical Inference for Estimation in Data Science: University of Colorado Boulder
    • Operational Research for Humanitarians: University of Geneva
    • Data Storytelling: DeepLearning.AI
    • DP-100 Microsoft Azure DS Exam: EDUCBA
    • Executive Data Science: Johns Hopkins University
    • Lean Six Sigma: Tecnológico de Monterrey
    • Introduction to Logic and Critical Thinking: Duke University
    • Statistics Foundations: Meta
    • Statistical Inference: Johns Hopkins University

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