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Explore the Causal Inference Course Catalog
- Status: Preview
University of Leeds
Skills you'll gain: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, Data Collection, Statistics, Statistical Inference, R Programming, Probability, Data Analysis, Probability Distribution, Simulations, Statistical Visualization, Descriptive Statistics, Data Visualization Software
- Status: Free Trial
Skills you'll gain: Statistical Inference, Statistical Methods, Statistical Analysis, Regression Analysis, Statistical Modeling, R Programming, Probability & Statistics, Advanced Analytics, Predictive Modeling, Mathematical Modeling, Statistical Hypothesis Testing, Data Validation, Probability
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Data Science, Statistical Machine Learning, Dimensionality Reduction, Advanced Analytics, Statistical Modeling, Statistical Analysis, Sampling (Statistics), Statistical Methods, Regression Analysis, Statistical Inference, Machine Learning Methods, Statistics, Predictive Modeling, Probability Distribution, Performance Tuning
- Status: Preview
Johns Hopkins University
Skills you'll gain: Data Science, Data Literacy, Project Design, Data Analysis, Data Management, Data Presentation, Data-Driven Decision-Making, Business Analytics, Performance Metric, Machine Learning, Statistical Inference
- Status: Free Trial
University of Colorado System
Skills you'll gain: Advanced Mathematics, Mathematical Modeling, Systems Of Measurement, Linear Algebra, Statistical Methods, Predictive Analytics, Predictive Modeling, Applied Mathematics, Time Series Analysis and Forecasting, Probability & Statistics
- Status: Free Trial
Illinois Tech
Skills you'll gain: Data Validation, Regression Analysis, Exploratory Data Analysis, Verification And Validation, Plot (Graphics), Mathematical Modeling, Statistical Methods, Statistical Modeling, Data Transformation, Predictive Modeling, Correlation Analysis, Statistical Analysis, R Programming, Statistical Inference, Linear Algebra
- Status: Preview
Duke University
Skills you'll gain: Microsoft Azure, Large Language Modeling, OpenAI, Application Deployment, Generative AI, Cloud API, Software Architecture, Application Programming Interface (API), Python Programming, GitHub, Automation
- Status: Free Trial
SkillUp EdTech
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: Free
DeepLearning.AI
Skills you'll gain: Large Language Modeling, OpenAI, Performance Tuning, Generative AI, PyTorch (Machine Learning Library)
- Status: Free Trial
Vanderbilt University
Skills you'll gain: Statistical Methods, Statistical Analysis, Data Visualization, Generative AI, Statistical Hypothesis Testing, Data Storytelling, Box Plots, Data Analysis, Plot (Graphics), Data-Driven Decision-Making, Exploratory Data Analysis, Artificial Intelligence, Histogram, Technical Communication, Statistical Inference
- Status: Preview
University of Michigan
Skills you'll gain: Sampling (Statistics), Sample Size Determination, Data Collection, Surveys, Statistical Methods, Quantitative Research, Probability & Statistics, Statistical Inference, Statistical Software, Network Analysis
- Status: NewStatus: Free Trial
Skills you'll gain: Computer Vision, Deep Learning, Unsupervised Learning, Supervised Learning, Applied Machine Learning, Machine Learning Algorithms, Data-Driven Decision-Making, Matplotlib, Data Visualization, Probability & Statistics, Image Analysis, Regression Analysis, Machine Learning, Plotly, Scikit Learn (Machine Learning Library), Statistical Analysis, Statistical Methods, Natural Language Processing, Artificial Intelligence, Statistical Inference
In summary, here are 10 of our most popular causal inference courses
- Statistical Methods:Â University of Leeds
- Variable Selection, Model Validation, Nonlinear Regression:Â Illinois Tech
- Resampling, Selection and Splines:Â University of Colorado Boulder
- Cours intensif sur la science des données: Johns Hopkins University
- Linear Kalman Filter Deep Dive (and Target Tracking):Â University of Colorado System
- Model Diagnostics and Remedial Measures:Â Illinois Tech
- End to End LLMs with Azure:Â Duke University
- Data Collection and Root Cause Analysis:Â SkillUp EdTech
- Efficiently Serving LLMs:Â DeepLearning.AI
- From Data to Decisions: Finding Patterns with AI:Â Vanderbilt University