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Explore the Causal Inference Course Catalog
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Data Science, Dimensionality Reduction, Advanced Analytics, Statistical Modeling, Statistical Analysis, Sampling (Statistics), Statistical Methods, Regression Analysis, Statistical Inference, Machine Learning Methods, Statistics, Predictive Modeling, Linear Algebra, Probability Distribution
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Data Science, Decision Tree Learning, Statistical Methods, Artificial Neural Networks, Statistical Analysis, Regression Analysis, Predictive Modeling, Supervised Learning, R Programming, Statistical Inference, Statistical Machine Learning, Dimensionality Reduction, Machine Learning, Advanced Analytics, Random Forest Algorithm, Sampling (Statistics)
- Status: Free Trial
Skills you'll gain: PyTorch (Machine Learning Library), Artificial Neural Networks, Computer Vision, Deep Learning, Machine Learning Methods, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Exploratory Data Analysis, Development Environment
- Status: Preview
Northeastern University
Skills you'll gain: Linear Algebra, Statistical Machine Learning, Mathematics and Mathematical Modeling, Statistical Modeling, Probability, Probability & Statistics, Statistical Methods, Bayesian Statistics, Probability Distribution, Mathematical Modeling, General Mathematics, Machine Learning, Applied Mathematics, Statistical Inference, Algebra
- Status: Free Trial
Fundação 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: Preview
Universiteit Leiden
Skills you'll gain: Data Analysis, Research Design, Health Policy, Epidemiology, Statistical Analysis, Clinical Research, Biostatistics, Quantitative Research, Public Health, Health Care, Research Methodologies, Risk Analysis
- Status: Free Trial
University 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: NewStatus: Preview
O.P. Jindal Global University
Skills you'll gain: Machine Learning Algorithms, Artificial Intelligence, Computational Logic, Machine Learning, Agentic systems, Natural Language Processing, Supervised Learning, Strategic Decision-Making, Bayesian Network, Decision Making, Algorithms
- Status: NewStatus: Free Trial
Amazon Web Services
Skills you'll gain: Amazon Bedrock, Prompt Engineering, Responsible AI, Generative AI, Large Language Modeling, LLM Application, Artificial Intelligence, Application Programming Interface (API)
- Status: Free Trial
University 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: Free Trial
Skills you'll gain: Root Cause Analysis, Correlation Analysis, Regression Analysis, Statistical Methods, Statistics, Data Collection, Descriptive Statistics, Statistical Hypothesis Testing, Probability & Statistics, Statistical Analysis, Process Analysis, Lean Six Sigma, Data Analysis, Process Improvement, Statistical Inference, Analytical Skills, Pareto Chart, Performance Measurement
- Status: Preview
Duke University
Skills you'll gain: Microsoft Azure, Large Language Modeling, OpenAI, Application Deployment, Prompt Engineering, Application Development, Application Programming Interface (API), GitHub, Automation, Scalability
In summary, here are 10 of our most popular causal inference courses
- Resampling, Selection and Splines:Â University of Colorado Boulder
- Statistical Learning for Data Science:Â University of Colorado Boulder
- Building and Training Neural Networks with PyTorch:Â Packt
- Foundations of Statistical Learning & Algorithms:Â Northeastern University
- System Dynamics: Fundação Instituto de Administração
- Population Health: Study Design:Â Universiteit Leiden
- Statistics and Data Analysis with R:Â University of Colorado Boulder
- Artificial Intelligence:Â O.P. Jindal Global University
- Getting Started with AWS Generative AI for Developers:Â Amazon Web Services
- Particle Filters (and Navigation):Â University of Colorado System