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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

      IBM

      AI Workflow: Data Analysis and Hypothesis Testing

      Skills you'll gain: Exploratory Data Analysis, Probability Distribution, Data Storytelling, Data Visualization Software, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing, Dashboard, Probability & Statistics, Data Science, Pandas (Python Package), Jupyter, Data Cleansing, Statistical Inference, Matplotlib, Data Manipulation, Python Programming, Machine Learning

      4.3
      Rating, 4.3 out of 5 stars
      ·
      125 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Managing, Describing, and Analyzing Data

      Skills you'll gain: Statistical Analysis, Data Analysis, Sampling (Statistics), Descriptive Statistics, Statistical Hypothesis Testing, Statistical Inference, Probability Distribution, R Programming, Data Literacy, Statistical Visualization, Ggplot2, Probability, Histogram, Tidyverse (R Package)

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      34 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Michigan

      Llama for Python Programmers

      Skills you'll gain: Prompt Engineering, Large Language Modeling, Open Source Technology, Application Development, Generative AI, Python Programming, Applied Machine Learning, Natural Language Processing, Debugging

      4.7
      Rating, 4.7 out of 5 stars
      ·
      15 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Modeling Data in the Tidyverse

      Skills you'll gain: Statistical Modeling, Exploratory Data Analysis, Tidyverse (R Package), Statistical Inference, R Programming, Statistical Hypothesis Testing, Predictive Modeling, Data Science, Sampling (Statistics), Regression Analysis, Probability & Statistics, Data Modeling, Data Analysis, Statistical Analysis, Classification And Regression Tree (CART), Applied Machine Learning, Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      9 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      Universiteit Leiden

      Population Health: Study Design

      Skills you'll gain: Epidemiology, Biostatistics, Public Health, Research Design, Clinical Research, Quantitative Research, Health Care, Statistical Methods, Statistics, Data Analysis

      4.3
      Rating, 4.3 out of 5 stars
      ·
      21 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Science Decisions in Time: Using Data Effectively

      Skills you'll gain: Data-Driven Decision-Making, Markov Model, Bayesian Statistics, Strategic Decision-Making, Reinforcement Learning, Decision Making, Predictive Analytics, Data Analysis, Statistics, Operations Research, Anomaly Detection, Complex Problem Solving, Applied Machine Learning, Change Control, Probability Distribution, A/B Testing, Sampling (Statistics), Information Architecture, Clinical Trials

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Probabilistic Deep Learning with TensorFlow 2

      Skills you'll gain: Generative AI, Deep Learning, Tensorflow, Bayesian Statistics, Keras (Neural Network Library), Statistical Modeling, Predictive Modeling, Artificial Neural Networks, Machine Learning, Probability Distribution, Probability & Statistics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      109 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Applying Data Analytics in Marketing

      Skills you'll gain: Marketing Analytics, Customer Analysis, Analytics, Content Performance Analysis, Marketing Effectiveness, Target Market, Advanced Analytics, Customer Retention, Data Analysis, Market Analysis, Marketing, Customer Insights, Predictive Modeling, Target Audience, Predictive Analytics, Persona Development, Marketing Strategy and Techniques, Digital Marketing, Machine Learning, Generative AI

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      187 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      How Science Turns Data Into Knowledge

      Skills you'll gain: Scientific Methods, Science and Research, Statistical Hypothesis Testing, General Science and Research, Experimentation, Research, Research Design, Statistical Methods, Peer Review, Investigation, Analytical Skills, Journalism, Research Methodologies, Probability & Statistics, Media and Communications, Social Sciences, Data Analysis, Statistical Inference, Data Literacy, Correlation Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      13 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Statistical Learning

      Skills you'll gain: Statistical Analysis, Statistical Machine Learning, Statistical Modeling, Statistical Methods, Data Analysis, Statistical Programming, Regression Analysis, Supervised Learning, Probability & Statistics, Classification And Regression Tree (CART), Bayesian Statistics, Predictive Modeling, Statistical Inference, Machine Learning, Unsupervised Learning, Feature Engineering

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Coursera Instructor Network

      Unlocking Business Insights through Storytelling with Data

      Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Storytelling, Data Visualization Software, Infographics, Data-Driven Decision-Making, Tableau Software, Data Analysis, Data Validation, Microsoft Excel, Decision Making

      4.7
      Rating, 4.7 out of 5 stars
      ·
      10 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Modern Regression Analysis in R

      Skills you'll gain: Statistical Inference, Regression Analysis, Statistical Modeling, Data Ethics, Statistical Methods, Statistical Hypothesis Testing, Statistics, Data Science, Predictive Modeling, Probability & Statistics, R Programming, Data Modeling, Statistical Analysis, Correlation Analysis

      Build toward a degree

      4.4
      Rating, 4.4 out of 5 stars
      ·
      30 reviews

      Intermediate · Course · 1 - 3 Months

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

    • AI Workflow: Data Analysis and Hypothesis Testing: IBM
    • Managing, Describing, and Analyzing Data: University of Colorado Boulder
    • Llama for Python Programmers: University of Michigan
    • Modeling Data in the Tidyverse: Johns Hopkins University
    • Population Health: Study Design: Universiteit Leiden
    • Data Science Decisions in Time: Using Data Effectively: Johns Hopkins University
    • Probabilistic Deep Learning with TensorFlow 2: Imperial College London
    • Applying Data Analytics in Marketing: University of Illinois Urbana-Champaign
    • How Science Turns Data Into Knowledge: University of Michigan
    • Statistical Learning: Illinois Tech

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