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Explore the Causal Inference Course Catalog

Coursera Project Network
Skills you'll gain: Statistical Inference, Probability Distribution, R Programming, Statistical Visualization, Statistics, Data Visualization, Statistical Analysis, Statistical Modeling, Statistical Hypothesis Testing, Data Analysis, Probability
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Statistical Modeling, Applied Machine Learning, Data Science, Statistical Methods, Classification And Regression Tree (CART), Statistical Programming, Statistical Analysis, Supervised Learning, Regression Analysis, R Programming, Predictive Modeling, Artificial Neural Networks, Statistical Machine Learning, Dimensionality Reduction, Unsupervised Learning, Statistical Inference, Advanced Analytics, Decision Tree Learning, Machine Learning, Sampling (Statistics)
Status: PreviewUniversity of Leeds
Skills you'll gain: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, R (Software), Data Collection, Statistical Inference, Probability, Data Analysis, Statistical Analysis, Probability Distribution, Simulations, Statistical Visualization, Descriptive Statistics, Sampling (Statistics), Data Visualization Software
Status: Free TrialUniversity of Colorado System
Skills you'll gain: Bayesian Network, Numerical Analysis, Estimation, Simulations, Matlab, Global Positioning Systems, Mathematical Modeling, Applied Mathematics, Computational Thinking, Engineering Analysis, Algorithms, Computer Programming Tools
Status: PreviewRice University
Skills you'll gain: Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Excel Formulas, Data Visualization Software, Graphing, Data Analysis, Scatter Plots, Histogram, Data Manipulation, Data Import/Export
Status: NewStatus: PreviewNational Taiwan University
Skills you'll gain: Exploratory Data Analysis, Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, Business Analytics, Data Analysis, Statistics, Statistical Methods, Feature Engineering, Statistical Inference, Data Transformation
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Probability Distribution, Statistical Analysis, R Programming, Data Import/Export, Statistical Modeling, Statistical Methods, Plot (Graphics), Statistics, Data Manipulation, Data Analysis, Statistical Inference, Data Structures
Status: Free TrialDuke University
Skills you'll gain: Large Language Modeling, LLM Application, Prompt Engineering, Microsoft Azure, OpenAI, MLOps (Machine Learning Operations), Responsible AI, Cloud Computing, Application Deployment, Application Programming Interface (API), Python Programming, Scalability
Status: Free TrialFundação Instituto de Administração
Skills you'll gain: Systems Thinking, Simulations, Process Flow Diagrams, Systems Analysis, Complex Problem Solving, Software Visualization, Market Dynamics, Business Modeling, Decision Making
Status: Free TrialUniversity of Michigan
Skills you'll gain: NumPy, Debugging, Pandas (Python Package), Statistics, Data Analysis, Descriptive Statistics, Data-oriented programming, Data Processing, Maintainability, Numerical Analysis, Critical Thinking, Technical Support
Status: NewStatus: PreviewO.P. Jindal Global University
Skills you'll gain: Machine Learning Algorithms, Artificial Intelligence, Computational Logic, Agentic systems, Machine Learning, Natural Language Processing, Business Strategy, Decision Tree Learning, Artificial Neural Networks, Strategic Decision-Making, Algorithms, Bayesian Network, Complex Problem Solving, Probability & Statistics
Status: PreviewUniversity of Michigan
Skills you'll gain: LLM Application, Large Language Modeling, Prompt Engineering, Generative AI, Applied Machine Learning, Python Programming, Open Source Technology, JSON, Debugging
In summary, here are 10 of our most popular causal inference courses
- Using probability distributions for real world problems in R: Coursera Project Network
- Statistical Learning for Data Science: University of Colorado Boulder
- Statistical Methods: University of Leeds
- Particle Filters (and Navigation): University of Colorado System
- Introduction à l'analyse de données à l'aide d'Excel: Rice University
- 商管統計資料分析一 (Analytics for Business and Management (I)): National Taiwan University
- Statistics and Data Analysis with R: University of Colorado Boulder
- Operationalizing LLMs on Azure: Duke University
- System Dynamics: Fundação Instituto de Administração
- Data-Oriented Python Programming and Debugging: University of Michigan










