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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
      F

      Fundação Instituto de Administração

      Data & Finance for the future

      Skills you'll gain: Financial Statement Analysis, Financial Analysis, Data Presentation, Regression Analysis, Data Literacy, Statistical Inference, Data Analysis, Descriptive Statistics, Financial Accounting, Business Analytics, Income Statement, Data-Driven Decision-Making, Analysis, Cash Flows, Business Valuation, Business Economics, Economics, International Finance, Financial Policy, Business Management

      4.8
      Rating, 4.8 out of 5 stars
      ·
      457 reviews

      Intermediate · Specialization · 3 - 6 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
      U

      Universidad Nacional Autónoma de México

      Razonamiento artificial

      Skills you'll gain: Computational Logic, Markov Model, Bayesian Network, Game Theory, Logical Reasoning, Deductive Reasoning, Artificial Intelligence, Theoretical Computer Science, Decision Support Systems, Mathematical Modeling, Probability, Algorithms, Probability Distribution

      4.2
      Rating, 4.2 out of 5 stars
      ·
      109 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Advanced Probability and Statistical Methods

      Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Probability & Statistics, Statistical Analysis, Statistical Methods, Probability Distribution, Markov Model, Probability, Statistics, Data Analysis, Analytics, Statistical Modeling, Statistical Inference, Advanced Mathematics, Sampling (Statistics), Actuarial Science, Applied Mathematics, Simulations

      Intermediate · Course · 1 - 3 Months

    • 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
      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

    • Data & Finance for the future: Fundação Instituto de Administração
    • Llama for Python Programmers: University of Michigan
    • Razonamiento artificial: Universidad Nacional Autónoma de México
    • Advanced Probability and Statistical Methods: Johns Hopkins University
    • Modeling Data in the Tidyverse: Johns Hopkins University
    • Population Health: Study Design: Universiteit Leiden
    • 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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