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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

    • C

      Coursera Instructor Network

      Advanced Quantitative Statistics with Excel

      Skills you'll gain: Microsoft Excel, Data-Driven Decision-Making, Statistical Hypothesis Testing, Excel Formulas, Regression Analysis, Business Analysis, Data Analysis, Statistical Methods, Statistical Analysis, Pivot Tables And Charts, Statistical Inference, Probability & Statistics, Forecasting, Data Visualization, Data Manipulation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      9 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      D

      DeepLearning.AI

      Introduction to On-Device AI

      Skills you'll gain: PyTorch (Machine Learning Library), Performance Testing, Embedded Software, Application Deployment, Tensorflow, Image Analysis, Deep Learning, Hardware Architecture, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Information Privacy, Artificial Intelligence, Real Time Data

      4.5
      Rating, 4.5 out of 5 stars
      ·
      18 reviews

      Beginner · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Hacking COVID-19 — Course 3: Unraveling COVID-19's Origins

      Skills you'll gain: Bioinformatics, Molecular Biology, Microbiology, Computational Thinking, Epidemiology, Medical Science and Research, Infectious Diseases, Science and Research

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      L

      LearnKartS

      Introduction to AI and Machine Learning

      Skills you'll gain: AWS SageMaker, Artificial Intelligence, Machine Learning, Applied Machine Learning, Amazon Elastic Compute Cloud, Computer Vision, Natural Language Processing, Amazon S3, Serverless Computing, Reinforcement Learning, Data Wrangling

      Beginner · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Snowflake for Data Science: Intro to Snowpark ML for Python

      Skills you'll gain: Applied Machine Learning, Scikit Learn (Machine Learning Library), MLOps (Machine Learning Operations), Predictive Modeling, Machine Learning, Data Processing, Data Science, Python Programming, Data Transformation, Regression Analysis

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Linear Kalman Filter Deep Dive (and Target Tracking)

      Skills you'll gain: Advanced Mathematics, Anomaly Detection, Systems Of Measurement, Linear Algebra, Mathematical Modeling, Continuous Monitoring, Applied Mathematics, Numerical Analysis, Predictive Analytics, Statistical Methods, Probability & Statistics

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      J

      Johns Hopkins University

      Introduction to Uncertainty Quantification

      Skills you'll gain: Probability, Failure Analysis, Bayesian Statistics, Probability & Statistics, Risk Modeling, Mathematical Modeling, Estimation, Numerical Analysis, Statistical Methods, Reliability, Statistical Inference, Analysis, Simulations, Applied Mathematics, Sampling (Statistics), Regression Analysis

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      F

      Fundação Instituto de Administração

      Data Analysis for Business

      Skills you'll gain: Data Presentation, Regression Analysis, Data Literacy, Statistical Inference, Data Analysis, Descriptive Statistics, Business Analytics, Data-Driven Decision-Making, Analysis, Statistical Analysis, Analytics, Statistics, Data Strategy, Statistical Methods, Data Science, Business Intelligence, Descriptive Analytics, Trend Analysis, Probability & Statistics, Correlation Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      16 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      U

      University of Glasgow

      Knowledge-First Social Epistemology

      Skills you'll gain: Research, Media and Communications, Peer Review, Social Sciences, Investigation, Probability & Statistics

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Statistics and Data Analysis with Excel, Part 2

      Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Analysis, Sample Size Determination, Statistical Methods, Microsoft Excel, Statistical Modeling, Probability & Statistics, Data Analysis, Statistical Inference

      5
      Rating, 5 out of 5 stars
      ·
      8 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      SkillUp EdTech

      Data Collection and Root Cause Analysis

      Skills you'll gain: Root Cause Analysis, Correlation Analysis, Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, Statistics, Process Mapping, Data Collection, Six Sigma Methodology, Lean Six Sigma, Process Analysis, Data Analysis, Business Process Improvement, Workflow Management, Statistical Inference, Pareto Chart, Operational Efficiency, Performance Measurement

      4
      Rating, 4 out of 5 stars
      ·
      8 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Variable Selection, Model Validation, Nonlinear Regression

      Skills you'll gain: Statistical Inference, Regression Analysis, R Programming, Advanced Analytics, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Validation, Probability & Statistics, Statistical Hypothesis Testing, Anomaly Detection

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      7 reviews

      Intermediate · Course · 1 - 4 Weeks

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

    • Advanced Quantitative Statistics with Excel: Coursera Instructor Network
    • Introduction to On-Device AI: DeepLearning.AI
    • Hacking COVID-19 — Course 3: Unraveling COVID-19's Origins: University of California San Diego
    • Introduction to AI and Machine Learning: LearnKartS
    • Snowflake for Data Science: Intro to Snowpark ML for Python: Coursera Project Network
    • Linear Kalman Filter Deep Dive (and Target Tracking): University of Colorado System
    • Introduction to Uncertainty Quantification: Johns Hopkins University
    • Data Analysis for Business: Fundação Instituto de Administração
    • Knowledge-First Social Epistemology: University of Glasgow
    • Statistics and Data Analysis with Excel, Part 2: University of Colorado Boulder

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