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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
      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: 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
      ·
      287 reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Pittsburgh

      Probability Theory and Regression for Predictive Analytics

      Skills you'll gain: Regression Analysis, Probability & Statistics, Probability, Statistical Methods, Statistical Analysis, Statistical Machine Learning, Data Science, Statistics, Statistical Modeling, Data Analysis, Predictive Modeling, Bayesian Statistics, Supervised Learning, Machine Learning Algorithms, Machine Learning, Applied Mathematics, Python Programming, Algorithms

      Build toward a degree

      Beginner · 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: Free Trial
      Free Trial
      U

      University of California, Santa Cruz

      Bayesian Statistics: From Concept to Data Analysis

      Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Modeling, Probability, Statistics, Data Analysis, Statistical Analysis, Probability Distribution, R Programming, Regression Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      3.2K reviews

      Intermediate · Course · 1 - 4 Weeks

    • 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: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Managerial Economics and Business Analysis

      Skills you'll gain: Data-Driven Decision-Making, Sampling (Statistics), Business Analytics, Data Analysis, Descriptive Statistics, Banking, Financial Policy, Market Dynamics, Supply And Demand, Statistical Inference, Probability & Statistics, Financial Systems, Bank Regulations, Predictive Analytics, Risk Management, Statistical Analysis, Economics, Statistical Methods, Statistical Hypothesis Testing, Regression Analysis

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      4.2K reviews

      Beginner · Specialization · 3 - 6 Months

    • 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

    • 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
      ·
      259 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Pittsburgh

      Interactive, Geospatial & Narrative Data Visualization

      Skills you'll gain: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization, Data Visualization Software, Spatial Data Analysis, Geospatial Information and Technology, Geospatial Mapping, Heat Maps, Infographics, Visualization (Computer Graphics), Storytelling, Matplotlib, Tableau Software, Text Mining, Seaborn, Interaction Design, Design Elements And Principles

      Build toward a degree

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Pittsburgh

      Statistics and Calculus Methods for Data Analysis

      Skills you'll gain: Integral Calculus, Descriptive Statistics, Calculus, Probability & Statistics, Data Science, Data Analysis, Probability Distribution, Statistical Analysis, Advanced Mathematics, Statistics, Mathematics and Mathematical Modeling, Applied Mathematics, Statistical Modeling, Mathematical Modeling, Derivatives, Machine Learning, Algorithms

      Build toward a degree

      Beginner · 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

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

    • Probability & Statistics for Machine Learning & Data Science: DeepLearning.AI
    • Pre-MBA Statistics: IIMA - IIM Ahmedabad
    • Probability Theory and Regression for Predictive Analytics: University of Pittsburgh
    • Exploratory Data Analysis for Machine Learning: IBM
    • Bayesian Statistics: From Concept to Data Analysis: University of California, Santa Cruz
    • Generative AI with Large Language Models: DeepLearning.AI
    • Managerial Economics and Business Analysis: University of Illinois Urbana-Champaign
    • Narrative Economics: Yale University
    • Storytelling With Data: Coursera Project Network
    • Interactive, Geospatial & Narrative Data Visualization: University of Pittsburgh

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