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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
      J

      Johns Hopkins University

      Gestión del análisis de datos

      Skills you'll gain: Data Analysis, Exploratory Data Analysis, Statistical Modeling, Statistical Inference, Data Management, Analytical Skills, Data Literacy, Probability & Statistics, Technical Communication

      4.6
      Rating, 4.6 out of 5 stars
      ·
      96 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Data Storytelling - From Insight to Impact

      Skills you'll gain: Data Presentation, Data Visualization, Presentations, Microsoft PowerPoint, Target Audience, Persuasive Communication, Data Visualization Software, Storytelling, Dashboard, Communication

      Intermediate · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Bayesian Computational Statistics

      Skills you'll gain: Bayesian Statistics, Statistical Modeling, Statistical Inference, Statistical Methods, Regression Analysis, Predictive Modeling, Statistical Analysis, Markov Model, Probability, Numerical Analysis, Simulations, Probability Distribution

      Build toward a degree

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Data Driven Decision Making

      Skills you'll gain: Statistical Hypothesis Testing, Correlation Analysis, Statistical Analysis, Data Visualization, Statistical Software, Probability & Statistics, Statistical Methods, Data Analysis, Regression Analysis, Exploratory Data Analysis, Descriptive Statistics, Statistical Inference, R Programming, Variance Analysis, Sampling (Statistics)

      Build toward a degree

      4.9
      Rating, 4.9 out of 5 stars
      ·
      27 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Advanced Statistical Techniques for Data Science

      Skills you'll gain: Histogram, Data Analysis, Bayesian Statistics, Classification And Regression Tree (CART), Statistical Inference, Statistical Analysis, Analytics, R Programming, Data Visualization, Customer Analysis, Market Analysis, Regression Analysis, Data Mining, Statistical Methods, Decision Tree Learning, Python Programming, Advanced Analytics, Statistical Modeling, Feature Engineering, Data Transformation

      Build toward a degree

      4.5
      Rating, 4.5 out of 5 stars
      ·
      42 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Science Decisions in Time: Using Causal Information

      Skills you'll gain: Data-Driven Decision-Making, Clinical Trials, Data Collection, Data Analysis, Strategic Decision-Making, Decision Making, Precision Medicine, Random Forest Algorithm, Online Advertising, Personalized Service, A/B Testing, Patient Treatment

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Leeds

      Statistical Methods

      Skills you'll gain: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, Box Plots, Statistics, Histogram, R Programming, Data Analysis, Statistical Inference, Probability, Statistical Visualization, Data Collection, Probability Distribution, Data Quality, Simulations, Data Visualization Software

      4.8
      Rating, 4.8 out of 5 stars
      ·
      10 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      C

      Coursera Instructor Network

      Advanced Quantitative Statistics with Excel

      Skills you'll gain: Microsoft Excel, Data-Driven Decision-Making, Statistical Hypothesis Testing, Excel Formulas, Regression Analysis, Business Analysis, Data Analysis, Statistical Methods, Statistical Analysis, Pivot Tables And Charts, Statistical Inference, Probability & Statistics, Forecasting, Data Visualization, Data Manipulation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      9 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Statistical Methods for Computer Science

      Skills you'll gain: Probability Distribution, Combinatorics, Bayesian Network, Regression Analysis, Network Analysis, Probability & Statistics, Statistical Hypothesis Testing, Statistical Analysis, Bayesian Statistics, Data Analysis, Simulations, Probability, Statistical Methods, Statistical Modeling, Markov Model, R Programming, Statistics, Analytics, Statistical Inference, Graph Theory

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      A

      American Psychological Association

      Intro to Null Hypothesis Significance Testing with z-test

      Skills you'll gain: Statistical Hypothesis Testing, Probability & Statistics, Sample Size Determination, Sampling (Statistics), Statistics, Statistical Inference, Quantitative Research, Data Analysis, Psychology, Research

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      A

      Arm

      Getting Started with Machine Learning at the Edge on Arm

      Skills you'll gain: Tensorflow, Artificial Neural Networks, Deep Learning, Machine Learning, Feature Engineering, Data Processing, Supervised Learning, Embedded Systems, Computer Vision, Performance Tuning, Artificial Intelligence

      4.4
      Rating, 4.4 out of 5 stars
      ·
      8 reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Optimize TensorFlow Models For Deployment with TensorRT

      Skills you'll gain: Tensorflow, Performance Tuning, Deep Learning, Keras (Neural Network Library), Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      75 reviews

      Intermediate · Guided Project · Less Than 2 Hours

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

    • Gestión del análisis de datos: Johns Hopkins University
    • Data Storytelling - From Insight to Impact: Packt
    • Bayesian Computational Statistics: Illinois Tech
    • Data Driven Decision Making: University of Colorado Boulder
    • Advanced Statistical Techniques for Data Science: Illinois Tech
    • Data Science Decisions in Time: Using Causal Information: Johns Hopkins University
    • Statistical Methods: University of Leeds
    • Advanced Quantitative Statistics with Excel: Coursera Instructor Network
    • Statistical Methods for Computer Science: Johns Hopkins University
    • Intro to Null Hypothesis Significance Testing with z-test: American Psychological Association

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