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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
      T

      The State University of New York

      Practical Time Series Analysis

      Skills you'll gain: Time Series Analysis and Forecasting, Statistical Analysis, R Programming, Data Visualization, Data Analysis, Statistical Modeling, Exploratory Data Analysis, Probability & Statistics, Descriptive Statistics, Forecasting, Statistical Inference

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.7K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      S

      Simplilearn

      Image Generation with AI Training Course

      Skills you'll gain: Generative AI, Image Analysis, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Natural Language Processing, Dimensionality Reduction

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      M

      Macquarie University

      Statistics and Data Analysis with Excel: Advanced

      Skills you'll gain: Microsoft Excel, Regression Analysis, Forecasting, Time Series Analysis and Forecasting, Statistical Analysis, Advanced Analytics, Predictive Analytics, Statistical Hypothesis Testing, Data Analysis, Statistics, Statistical Inference, Probability & Statistics, Data Visualization Software

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Exploratory Data Analysis for Machine Learning

      Skills you'll gain: Feature Engineering, Data Analysis, Data Cleansing, Exploratory Data Analysis, Data Science, Artificial Intelligence, Statistical Analysis, Data Transformation, Statistical Inference, Statistical Hypothesis Testing, Data Quality, Machine Learning

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

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Statistical Analysis with R for Public Health

      Skills you'll gain: Statistical Hypothesis Testing, Correlation Analysis, Sampling (Statistics), Probability Distribution, Statistical Analysis, Statistics, Regression Analysis, Quantitative Research, Data Analysis, Biostatistics, Data Quality, Statistical Inference, R Programming, Public Health, Time Series Analysis and Forecasting, Descriptive Statistics, Statistical Modeling, Epidemiology, Predictive Modeling, Probability & Statistics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Epidemiology for Public Health

      Skills you'll gain: Clinical Trials, Epidemiology, Research Design, Public Health and Disease Prevention, Clinical Research, Biostatistics, Public Health, Data Collection, Research Methodologies, Preventative Care, Program Evaluation, Infectious Diseases, Data Validation, Data Literacy, Chronic Diseases, Risk Analysis, Health Policy, Correlation Analysis, Statistical Methods, Sample Size Determination

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.2K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Preview
      Preview
      T

      The Hong Kong University of Science and Technology

      Python and Statistics for Financial Analysis

      Skills you'll gain: Statistical Inference, Statistical Methods, Probability Distribution, Statistics, Risk Analysis, Probability & Statistics, Financial Trading, Regression Analysis, Statistical Analysis, Data Visualization, Financial Analysis, Financial Data, Time Series Analysis and Forecasting, Financial Modeling, Pandas (Python Package), Market Trend, Python Programming, Data Manipulation

      4.4
      Rating, 4.4 out of 5 stars
      ·
      4.5K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      I

      IIMA - IIM Ahmedabad

      Pre-MBA Statistics

      Skills you'll gain: Sampling (Statistics), Statistics, Statistical Hypothesis Testing, Statistical Visualization, Probability, Descriptive Statistics, Quantitative Research, Statistical Inference, Probability Distribution, Data Analysis, Statistical Analysis, Estimation, Data Science, Sample Size Determination

      4.6
      Rating, 4.6 out of 5 stars
      ·
      286 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Michigan

      Sleep: Neurobiology, Medicine, and Society

      Skills you'll gain: Molecular Biology, Psychiatry, Psychology, Neurology, Mental Health, Mathematical Modeling, Behavioral Health, Anesthesiology, Respiratory Therapy, Biology, Cardiology, Public Health, Pharmacology

      4.8
      Rating, 4.8 out of 5 stars
      ·
      810 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Probability & Statistics for Machine Learning & Data Science

      Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Bayesian Statistics, Probability Distribution, Probability & Statistics, Sampling (Statistics), Probability, A/B Testing, Statistics, Data Science, Statistical Analysis, Statistical Inference

      4.6
      Rating, 4.6 out of 5 stars
      ·
      582 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of London

      Probability and Statistics: To p or not to p?

      Skills you'll gain: Statistics, Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Operations Research, Probability, Statistical Methods, Data Literacy, Sampling (Statistics), Mathematical Modeling, Probability Distribution, Forecasting, Estimation, Statistical Inference, Decision Making, Financial Analysis, Simulation and Simulation Software, Risk Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.5K reviews

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Storytelling With Data

      Skills you'll gain: Data Storytelling, Data Presentation, Storytelling, Data Visualization, Data Analysis, Business Communication, Presentations, Small Data, Action Oriented, Drive Engagement

      4.5
      Rating, 4.5 out of 5 stars
      ·
      254 reviews

      Beginner · Guided Project · Less Than 2 Hours

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

    • Practical Time Series Analysis: The State University of New York
    • Image Generation with AI Training Course: Simplilearn
    • Statistics and Data Analysis with Excel: Advanced: Macquarie University
    • Exploratory Data Analysis for Machine Learning: IBM
    • Statistical Analysis with R for Public Health: Imperial College London
    • Epidemiology for Public Health: Imperial College London
    • Python and Statistics for Financial Analysis: The Hong Kong University of Science and Technology
    • Pre-MBA Statistics: IIMA - IIM Ahmedabad
    • Sleep: Neurobiology, Medicine, and Society: University of Michigan
    • Probability & Statistics for Machine Learning & Data Science: DeepLearning.AI

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