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Explore the Causal Inference Course Catalog
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Johns Hopkins University
Skills you'll gain: Epidemiology, Mathematical Modeling, Infectious Diseases, Public Health, Statistical Modeling, Predictive Modeling, Health Policy, Forecasting, Statistical Inference, Probability
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University of Michigan
Skills you'll gain: NumPy, Debugging, Pandas (Python Package), Scientific Visualization, Data Science, Statistics, Descriptive Statistics, Jupyter, Data Analysis, Data Processing, Analytical Skills, Data Integration, Computational Thinking, Integrated Development Environments, Program Development, Technical Support, Performance Tuning, Critical Thinking
- Status: Free Trial
Coursera Instructor Network
Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Storytelling, Data Visualization Software, Infographics, Data-Driven Decision-Making, Tableau Software, Data Analysis, Data Validation, Microsoft Excel, Decision Making
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Ball State University
Skills you'll gain: Probability Distribution, Probability & Statistics, Sampling (Statistics), Probability, Statistics, Statistical Methods, Statistical Inference, R Programming, Bayesian Statistics, Statistical Analysis, Descriptive Statistics, Statistical Visualization
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Johns Hopkins University
Skills you'll gain: Probability Distribution, Combinatorics, Probability & Statistics, Statistical Analysis, Bayesian Statistics, Data Analysis, Probability, Statistical Methods, R Programming, Simulations
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Universidade de São Paulo
Skills you'll gain: Econometrics, Regression Analysis, Statistical Inference, Statistical Hypothesis Testing, Correlation Analysis, Statistical Analysis, Economics, Time Series Analysis and Forecasting, Probability & Statistics, Quantitative Research, Mathematical Modeling
- Status: Free Trial
Kennesaw State University
Skills you'll gain: Six Sigma Methodology, Lean Six Sigma, Statistical Hypothesis Testing, Statistical Analysis, Statistical Methods, Probability & Statistics, Analysis, Statistical Inference, Data Analysis, Analytical Skills, Correlation Analysis, Process Improvement and Optimization, Regression Analysis, Root Cause Analysis, Risk Analysis, Variance Analysis
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Duke University
Skills you'll gain: Prompt Engineering, Microsoft Azure, OpenAI, Large Language Modeling, Application Deployment, Risk Management Framework, MLOps (Machine Learning Operations), Generative AI, Semantic Web, Python Programming, GitHub, Application Programming Interface (API)
- Status: Free Trial
University of Colorado System
Skills you'll gain: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, Statistical Methods, Customer Analysis, AI Personalization, Unsupervised Learning, Regression Analysis, Descriptive Statistics, Statistical Analysis, Data Analysis, Supervised Learning, Anomaly Detection, Statistical Software, Correlation Analysis, Data Visualization, Advanced Analytics, Bayesian Network, Marketing Strategies, Machine Learning
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Johns Hopkins University
Skills you'll gain: Data Science, Probability & Statistics, Linear Algebra, Statistical Analysis, Statistical Modeling, Regression Analysis, Probability Distribution, Statistical Inference
- Status: Free Trial
University of Michigan
Skills you'll gain: Statistical Inference, Statistical Methods, Probability & Statistics, Statistical Analysis, Predictive Analytics, R Programming, Regression Analysis, Supervised Learning, Statistical Modeling, Biostatistics, Data Analysis
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University of Michigan
Skills you'll gain: Rmarkdown, Plot (Graphics), Scatter Plots, Statistical Modeling, Statistical Inference, R Programming, Statistics, Exploratory Data Analysis, Statistical Methods, Tidyverse (R Package), Probability & Statistics, Data Wrangling, Histogram, Sampling (Statistics), Regression Analysis, Data Visualization Software, Data Visualization, Data Analysis, Statistical Analysis, Predictive Analytics
In summary, here are 10 of our most popular causal inference courses
- Infectious Disease Modeling in Practice:Â Johns Hopkins University
- Data-Oriented Python Programming and Debugging:Â University of Michigan
- Unlocking Business Insights through Storytelling with Data:Â Coursera Instructor Network
- Statistical Methods for Data Science:Â Ball State University
- Foundations of Probability and Random Variables:Â Johns Hopkins University
- Econometria Básica Aplicada: Universidade de São Paulo
- The Analyze Phase for the 6 σ Black Belt: Kennesaw State University
- Operationalizing LLMs on Azure:Â Duke University
- Data Science for Marketing:Â University of Colorado System
- Advanced Linear Models for Data Science 2: Statistical Linear Models:Â Johns Hopkins University