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Explore the Causal Inference Course Catalog
- 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
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
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
Universiteit Leiden
Skills you'll gain: Data Analysis, Research Design, Epidemiology, Statistical Analysis, Clinical Research, Quantitative Research, Public Health, Health Care, Research Methodologies, Statistics, Risk 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: 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
Skills you'll gain: Time Series Analysis and Forecasting, Deep Learning, Statistical Analysis, Predictive Modeling, Statistical Methods, Forecasting, Jupyter, Data Cleansing, Applied Machine Learning, Data Transformation, Exploratory Data Analysis, Pandas (Python Package)
Universidade de São Paulo
Skills you'll gain: Statistical Hypothesis Testing, Statistics, Statistical Inference, Data-Driven Decision-Making, Statistical Analysis, Quantitative Research, Probability & Statistics, Sampling (Statistics), Sample Size Determination, Decision Making, Probability Distribution
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: NewStatus: Free Trial
Edureka
Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Visualization, Exploratory Data Analysis, Matplotlib, Data Visualization Software, Web Scraping, Probability Distribution, Predictive Modeling, Seaborn, Statistical Visualization, SQL, Plotly, Interactive Data Visualization, Statistical Inference, Pandas (Python Package), Database Management, Data Analysis, Data Presentation, Databases
- Status: Free Trial
Vanderbilt University
Skills you'll gain: Data Storytelling, Statistical Methods, Data Presentation, Regression Analysis, Statistical Analysis, Correlation Analysis, Technical Communication, Data Analysis, Predictive Analytics, Generative AI, Forecasting
In summary, here are 10 of our most popular causal inference courses
- Regression Analysis:Â University of Colorado Boulder
- Operationalizing LLMs on Azure:Â Duke University
- Intro to Null Hypothesis Significance Testing with z-test:Â American Psychological Association
- Population Health: Study Design:Â Universiteit Leiden
- Linear Regression:Â Illinois Tech
- Applied Kalman Filtering:Â University of Colorado System
- Logistic Regression and Prediction for Health Data:Â University of Michigan
- Specialized Models: Time Series and Survival Analysis:Â IBM
- EstatÃstica não-paramétrica para a tomada de decisão: Universidade de São Paulo
- Statistics For Data Science:Â Coursera Project Network