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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
      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
      E

      Edureka

      Predictive Modeling with Python

      Skills you'll gain: Statistical Modeling, Predictive Modeling, Exploratory Data Analysis, Probability & Statistics, Feature Engineering, Data Analysis, Statistical Methods, Statistical Inference, Statistical Hypothesis Testing, Statistical Analysis, Probability Distribution, Classification And Regression Tree (CART), Descriptive Statistics, Regression Analysis, Data Processing, Machine Learning, Data Cleansing, Data Transformation

      Intermediate · Course · 1 - 3 Months

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

      Illinois Tech

      Introduction to Data Science Techniques

      Skills you'll gain: Statistical Analysis, Histogram, Data Analysis, Time Series Analysis and Forecasting, Statistical Machine Learning, Statistical Modeling, Classification And Regression Tree (CART), Regression Analysis, Analytics, Probability & Statistics, Statistical Inference, Customer Analysis, Market Analysis, Forecasting, Data Mining, Bayesian Statistics, Decision Tree Learning, R Programming, Machine Learning, Data Visualization

      Build toward a degree

      4.3
      Rating, 4.3 out of 5 stars
      ·
      17 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Data Science for Health Research

      Skills you'll gain: Rmarkdown, Plot (Graphics), Scatter Plots, Statistical Modeling, Statistical Inference, R Programming, Statistics, Exploratory Data Analysis, Statistical Methods, Tidyverse (R Package), Probability & Statistics, Data Wrangling, Histogram, Sampling (Statistics), Regression Analysis, Data Visualization Software, Data Visualization, Data Analysis, Statistical Analysis, Predictive Analytics

      5
      Rating, 5 out of 5 stars
      ·
      9 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Intro to Predictive Analytics Using Python

      Skills you'll gain: Feature Engineering, Predictive Analytics, Unsupervised Learning, Regression Analysis, Forecasting, Decision Tree Learning, Random Forest Algorithm, Analytics, Data Analysis, Business Analytics, Supervised Learning, Python Programming, Machine Learning, Performance Analysis

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      P

      Packt

      Intermediate Data Manipulation and Machine Learning

      Skills you'll gain: Dimensionality Reduction, Supervised Learning, Statistical Analysis, Reinforcement Learning, Applied Machine Learning, Statistical Methods, Unsupervised Learning, Classification And Regression Tree (CART), Artificial Intelligence, Predictive Modeling, Feature Engineering, Random Forest Algorithm, Data Manipulation

      Intermediate · Course · 3 - 6 Months

    • Status: Preview
      Preview
      R

      Rice University

      Introduction à l'analyse de données à l'aide d'Excel

      Skills you'll gain: Microsoft Excel, Spreadsheet Software, Pivot Tables And Charts, Data Visualization Software, Data Literacy, Excel Formulas, Histogram, Graphing, Data Analysis, Scatter Plots, Productivity Software, Data Manipulation

      4.5
      Rating, 4.5 out of 5 stars
      ·
      20 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      P

      Packt

      Building and Training Neural Networks with PyTorch

      Skills you'll gain: PyTorch (Machine Learning Library), Deep Learning, Image Analysis, Computer Vision, Artificial Neural Networks, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Data Processing, Algorithms

      4.9
      Rating, 4.9 out of 5 stars
      ·
      8 reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Using probability distributions for real world problems in R

      Skills you'll gain: Probability Distribution, Statistical Methods, Statistical Hypothesis Testing, Statistical Inference, Statistical Visualization, Statistics, Data Visualization, R Programming, Probability, Exploratory Data Analysis, Data Science, Statistical Modeling, Data Analysis, Statistical Analysis, Applied Mathematics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      30 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      J

      Johns Hopkins University

      Introduction to Uncertainty Quantification

      Skills you'll gain: Probability, Failure Analysis, Bayesian Statistics, Probability & Statistics, Risk Modeling, Mathematical Modeling, Estimation, Numerical Analysis, Statistical Methods, Reliability, Statistical Inference, Analysis, Simulations, Applied Mathematics, Sampling (Statistics), Regression Analysis

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      M

      Macquarie University

      Statistics and Data Analysis with Excel: Essentials

      Skills you'll gain: Microsoft Excel, Statistical Hypothesis Testing, Data Analysis, Statistical Analysis, Statistics, Probability & Statistics, Descriptive Statistics, Statistical Inference, Box Plots, Statistical Methods, Probability Distribution, Histogram, Statistical Visualization, Pivot Tables And Charts, Data Visualization Software

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6 reviews

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Aerial Image Segmentation with PyTorch

      Skills you'll gain: PyTorch (Machine Learning Library), Image Analysis, Computer Vision, Deep Learning, Python Programming

      4
      Rating, 4 out of 5 stars
      ·
      29 reviews

      Intermediate · Guided Project · Less Than 2 Hours

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

    • Statistical Methods for Computer Science: Johns Hopkins University
    • Predictive Modeling with Python : Edureka
    • Introduction to Data Science Techniques: Illinois Tech
    • Data Science for Health Research: University of Michigan
    • Intro to Predictive Analytics Using Python: University of Pennsylvania
    • Intermediate Data Manipulation and Machine Learning: Packt
    • Introduction à l'analyse de données à l'aide d'Excel: Rice University
    • Building and Training Neural Networks with PyTorch: Packt
    • Using probability distributions for real world problems in R: Coursera Project Network
    • Introduction to Uncertainty Quantification: Johns Hopkins University

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