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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
      N

      Northwestern University

      Fundamentals of Digital Image and Video Processing

      Skills you'll gain: Image Analysis, Computer Vision, Visualization (Computer Graphics), Color Theory, Data Structures, Matlab, Spatial Analysis, Bayesian Network

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.8K reviews

      Mixed · 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
      ·
      589 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Engineering Probability and Statistics Part 2

      Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Statistical Visualization, Statistical Methods, Statistical Reporting, Data Presentation, Probability & Statistics, Statistical Analysis, Sampling (Statistics), Estimation, Data Analysis

      Mixed · Course · 1 - 3 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
      D

      DeepLearning.AI

      Generative AI with Large Language Models

      Skills you'll gain: Large Language Modeling, Generative AI, Prompt Engineering, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Scalability, Reinforcement Learning, Natural Language Processing, Machine Learning, Performance Tuning, Python Programming, Software Architecture

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.4K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free
      Free
      D

      DeepLearning.AI

      Prompt Engineering for Vision Models

      Skills you'll gain: Prompt Engineering, Generative AI, Computer Vision, Image Analysis, PyTorch (Machine Learning Library), Applied Machine Learning, Natural Language Processing

      Beginner · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data – What It Is, What We Can Do With It

      Skills you'll gain: Research Design, Data Visualization, Statistical Methods, Data Literacy, Data Analysis, Descriptive Statistics, Statistics, Quantitative Research, Statistical Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      177 reviews

      Beginner · Course · 1 - 4 Weeks

    • 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: 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
      ·
      2.4K reviews

      Intermediate · Course · 1 - 3 Months

    • 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: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Managing Data Analysis

      Skills you'll gain: Exploratory Data Analysis, Data Management, Data Analysis, Statistical Modeling, Statistical Inference, Statistical Methods, Analytical Skills, Statistics, Communication

      4.6
      Rating, 4.6 out of 5 stars
      ·
      3.4K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      Y

      Yale University

      Narrative Economics

      Skills you'll gain: Storytelling, Behavioral Economics, Economics, Forecasting, Systems Thinking, Socioeconomics, Data Collection, Analysis, Research, Complex Problem Solving, Business Ethics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      815 reviews

      Beginner · Course · 1 - 4 Weeks

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

    • Fundamentals of Digital Image and Video Processing: Northwestern University
    • Probability & Statistics for Machine Learning & Data Science: DeepLearning.AI
    • Engineering Probability and Statistics Part 2: Northeastern University
    • Epidemiology for Public Health: Imperial College London
    • Generative AI with Large Language Models: DeepLearning.AI
    • Prompt Engineering for Vision Models: DeepLearning.AI
    • Data – What It Is, What We Can Do With It: Johns Hopkins University
    • Python and Statistics for Financial Analysis: The Hong Kong University of Science and Technology
    • Exploratory Data Analysis for Machine Learning: IBM
    • Practical Time Series Analysis: The State University of New York

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