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Explore the Causal Inference Course Catalog
Coursera Instructor Network
Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization Software, Storytelling, Data Integrity, Data Analysis, Drive Engagement, Microsoft Excel, Design Elements And Principles, Statistical Analysis, Decision Making
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Regression Analysis, Supervised Learning, Scikit Learn (Machine Learning Library), Statistical Analysis, Data Analysis, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Feature Engineering, Exploratory Data Analysis
- Status: Free Trial
Illinois Tech
Skills you'll gain: Regression Analysis, R Programming, Statistical Inference, Data Analysis, Statistical Analysis, Predictive Modeling, Probability & Statistics, Linear Algebra
- Status: NewStatus: Free Trial
University of Michigan
Skills you'll gain: Debugging, NumPy, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Pandas (Python Package), Data Structures, Probability & Statistics, Statistical Methods, Probability, Statistics, Probability Distribution, Statistical Analysis, Data Analysis, Program Development, Large Language Modeling, Data Manipulation, Programming Principles, Computer Programming, Python Programming
Coursera Project Network
Skills you'll gain: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
- Status: Free Trial
American Psychological Association
Skills you'll gain: Statistical Hypothesis Testing, Probability & Statistics, Probability Distribution, Statistical Methods, Quantitative Research, Statistical Inference, Sampling (Statistics), Statistical Analysis, Data Literacy, Analytical Skills
- Status: Free Trial
Duke University
Skills you'll gain: Large Language Modeling, Prompt Engineering, Microsoft Azure, OpenAI, Risk Management Framework, MLOps (Machine Learning Operations), Software Architecture, Generative AI, Application Deployment, Artificial Intelligence, GitHub, Application Programming Interface (API), Scalability
- Status: Free Trial
University of Colorado System
Skills you'll gain: Bayesian Network, Linear Algebra, Numerical Analysis, Mathematical Modeling, Estimation, Matlab, Statistical Modeling, Advanced Mathematics, Simulations, Applied Mathematics, Control Systems, Time Series Analysis and Forecasting, Global Positioning Systems, Simulation and Simulation Software, Probability & Statistics, System Implementation, Systems Of Measurement, Statistical Methods, Differential Equations, Performance Tuning
- Status: Free Trial
University of Michigan
Skills you'll gain: Statistical Inference, Predictive Analytics, R Programming, Probability & Statistics, Statistical Modeling, Classification And Regression Tree (CART), Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Risk Analysis, Descriptive Statistics
- Status: Free Trial
University of Michigan
Skills you'll gain: Exploratory Data Analysis, Rmarkdown, Plot (Graphics), Statistical Modeling, Tidyverse (R Package), Statistical Visualization, Data Visualization Software, Regression Analysis, Statistical Methods, Ggplot2, Data Wrangling, Statistical Inference, Probability & Statistics, Scatter Plots, Data Manipulation, Predictive Analytics, R Programming, Correlation Analysis, Histogram, Classification And Regression Tree (CART)
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Statistical Hypothesis Testing, Correlation Analysis, Statistical Analysis, Statistical Software, Statistical Methods, Probability & Statistics, Data Analysis, Data Visualization, R Programming, Statistical Inference, Variance Analysis, Sampling (Statistics)
Universidade de São Paulo
Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Statistical Methods, Data-Driven Decision-Making, Quantitative Research, Statistical Analysis, Decision Making, Probability Distribution
In summary, here are 10 of our most popular causal inference courses
- Unlocking Business Insights through Storytelling with Data:Â Coursera Instructor Network
- Regression Analysis:Â University of Colorado Boulder
- Linear Regression:Â Illinois Tech
- Data-Oriented Python Programming and Debugging:Â University of Michigan
- Statistics For Data Science:Â Coursera Project Network
- Intro to Null Hypothesis Significance Testing with z-test:Â American Psychological Association
- Operationalizing LLMs on Azure:Â Duke University
- Applied Kalman Filtering:Â University of Colorado System
- Logistic Regression and Prediction for Health Data:Â University of Michigan
- Data Science for Health Research:Â University of Michigan