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Explore the Causal Inference Course Catalog
- 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, Predictive Modeling, Probability Distribution, Performance Tuning
- Status: Free Trial
Skills you'll gain: Statistical Inference, Regression Analysis, Statistical Methods, R Programming, Statistical Analysis, Statistical Modeling, Predictive Modeling, Advanced Analytics, Probability & Statistics, Data Validation
Duke University
Skills you'll gain: Real Time Data, Large Language Modeling, Application Deployment, Command-Line Interface, System Monitoring, Generative AI, Open Source Technology, Cross Platform Development, Application Programming Interface (API)
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
Vanderbilt University
Skills you'll gain: Statistical Methods, Statistical Analysis, 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
- 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: New
Northeastern University
Skills you'll gain: Generative AI, Artificial Neural Networks, Deep Learning, Bayesian Network, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Mathematical Modeling, Computer Vision, Applied Mathematics, Machine Learning, Network Architecture, Probability & Statistics
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Sampling (Statistics), Engineering Management, Estimation, Sample Size Determination, Statistical Methods, Leadership and Management, Technical Management, Statistical Software, Statistics, Leadership, Quantitative Research, Data Analysis, Data-Driven Decision-Making, Analytics, Statistical Analysis, Cost Estimation, Data Analysis Software, Statistical Hypothesis Testing, Risk Analysis, Probability & Statistics
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
Rice University
Skills you'll gain: Microsoft Excel, Graphing, Spreadsheet Software, Pivot Tables And Charts, Excel Formulas, Data Analysis, Data Import/Export, Scatter Plots, Histogram, Data Presentation, Data Manipulation
- Status: Free
DeepLearning.AI
Skills you'll gain: PyTorch (Machine Learning Library), Dimensionality Reduction
In summary, here are 10 of our most popular causal inference courses
- Resampling, Selection and Splines:Â University of Colorado Boulder
- Variable Selection, Model Validation, Nonlinear Regression:Â Illinois Tech
- Local LLMs with llamafile:Â Duke University
- End to End LLMs with Azure:Â Duke University
- From Data to Decisions: Finding Patterns with AI:Â Vanderbilt University
- Data Collection and Root Cause Analysis:Â SkillUp EdTech
- Efficiently Serving LLMs:Â DeepLearning.AI
- Generative AI: Foundations and Concepts:Â Northeastern University
- Data Acquisition, Risk, and Estimation:Â University of Colorado Boulder
- Muestreo de personas, redes y registros:Â University of Michigan