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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
      I

      Imperial College London

      Validity and Bias in Epidemiology

      Skills you'll gain: Epidemiology, Data Collection, Biostatistics, Data Validation, Research Design, Public Health, Correlation Analysis, Statistical Methods, Research Methodologies, Statistical Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      247 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Developing Data Products

      Skills you'll gain: Rmarkdown, Shiny (R Package), Plotly, R Programming, Interactive Data Visualization, Data Visualization Software, Data Presentation, Statistical Programming, Data Mapping, Statistical Reporting, Package and Software Management, Web Applications, Software Documentation

      4.6
      Rating, 4.6 out of 5 stars
      ·
      2.3K reviews

      Mixed · Course · 1 - 3 Months

    • P

      Packt

      The STATA OMNIBUS: Regression and Modelling with STATA

      Skills you'll gain: Stata, Statistical Modeling, Data Visualization, Statistical Hypothesis Testing, Regression Analysis, Data Manipulation, Epidemiology, Statistical Software, Advanced Analytics, Statistical Analysis, Statistical Methods, Statistical Programming, Probability & Statistics, Data Analysis, Quantitative Research, Data Management, Correlation Analysis, Descriptive Statistics

      Beginner · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Introduction to Predictive Modeling

      Skills you'll gain: Predictive Modeling, Time Series Analysis and Forecasting, Regression Analysis, Predictive Analytics, Forecasting, Microsoft Excel, Statistical Methods, Data Transformation, Data Cleansing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      137 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Statistics for Genomic Data Science

      Skills you'll gain: Biostatistics, Bioinformatics, Exploratory Data Analysis, Statistical Analysis, Statistical Methods, Statistical Hypothesis Testing, Statistical Modeling, Statistics, R Programming, Probability & Statistics, Data Analysis, Statistical Inference, Regression Analysis, Data Pipelines, Data Transformation, Data Processing

      4.2
      Rating, 4.2 out of 5 stars
      ·
      375 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Databricks

      Introduction to Computational Statistics for Data Scientists

      Skills you'll gain: Bayesian Statistics, Databricks, Sampling (Statistics), Statistical Modeling, Data Science, Statistical Methods, Probability, Markov Model, Statistics, Probability Distribution, Statistical Inference, Jupyter, Classification And Regression Tree (CART), Python Programming, Simulations, Anomaly Detection, Debugging, Regression Analysis, Statistical Programming, Algorithms

      4
      Rating, 4 out of 5 stars
      ·
      109 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Macquarie University

      Excel Skills for Business Forecasting

      Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Microsoft Excel, Regression Analysis, Trend Analysis, Excel Formulas, Estimation, Analysis, Business Analytics, Predictive Modeling, Exploratory Data Analysis, Market Trend, Statistical Methods, Decision Making, Statistical Modeling, Statistical Analysis, Data Analysis, Sales Management, Data Presentation, Probability & Statistics

      4.9
      Rating, 4.9 out of 5 stars
      ·
      312 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Exploring and Producing Data for Business Decision Making

      Skills you'll gain: Sampling (Statistics), Data Analysis, Descriptive Statistics, Data-Driven Decision-Making, Probability & Statistics, Statistical Analysis, Statistical Inference, Data Collection, Data Visualization, Data Presentation, Decision Making, Microsoft Excel

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      E

      Edge Impulse

      Computer Vision with Embedded Machine Learning

      Skills you'll gain: Computer Vision, Image Analysis, Artificial Neural Networks, Deep Learning, Embedded Systems, Data Ethics, Supervised Learning, Machine Learning, Computer Programming, Data Validation, Artificial Intelligence, Python Programming

      4.8
      Rating, 4.8 out of 5 stars
      ·
      153 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Literacy

      Skills you'll gain: Surveys, Research Design, Statistical Hypothesis Testing, Data Visualization, Peer Review, Statistical Methods, Data Literacy, Data Analysis, Descriptive Statistics, Regression Analysis, Survey Creation, Statistics, Quantitative Research, Correlation Analysis, Probability, Research, Report Writing, Statistical Analysis, Statistical Inference, Probability & Statistics

      4.6
      Rating, 4.6 out of 5 stars
      ·
      253 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      S

      Stanford University

      Probabilistic Graphical Models 3: Learning

      Skills you'll gain: Bayesian Network, Statistical Machine Learning, Unsupervised Learning, Supervised Learning, Machine Learning, Markov Model, Statistical Modeling, Statistical Methods, Graph Theory, Probability & Statistics, Probability Distribution, Algorithms

      4.6
      Rating, 4.6 out of 5 stars
      ·
      303 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Battery State-of-Charge (SOC) Estimation

      Skills you'll gain: Probability, Estimation, Electrical Systems, Engineering Calculations, Energy and Utilities, Mathematical Modeling, Simulation and Simulation Software, Numerical Analysis, Applied Mathematics, Performance Tuning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      254 reviews

      Intermediate · Course · 1 - 3 Months

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

    • Validity and Bias in Epidemiology: Imperial College London
    • Developing Data Products: Johns Hopkins University
    • The STATA OMNIBUS: Regression and Modelling with STATA: Packt
    • Introduction to Predictive Modeling: University of Minnesota
    • Statistics for Genomic Data Science: Johns Hopkins University
    • Introduction to Computational Statistics for Data Scientists: Databricks
    • Excel Skills for Business Forecasting: Macquarie University
    • Exploring and Producing Data for Business Decision Making: University of Illinois Urbana-Champaign
    • Computer Vision with Embedded Machine Learning: Edge Impulse
    • Data Literacy: Johns Hopkins University

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