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Explore the Causal Inference Course Catalog
- Status: Free Trial
University of Pennsylvania
Skills you'll gain: Statistical Machine Learning, Python Programming, Supervised Learning, Machine Learning, Regression Analysis, Statistical Analysis, Classification And Regression Tree (CART), Applied Machine Learning, Statistical Inference, Predictive Modeling, Probability & Statistics
- Status: Free Trial
Johns Hopkins University
Skills you'll gain: Network Analysis, Statistical Modeling, Bayesian Network, R Programming, Simulations, Applied Mathematics, Graph Theory, Data Analysis, Probability, Statistical Analysis, Markov Model, Probability Distribution, Machine Learning
- 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: NewStatus: Free Trial
University of Pennsylvania
Skills you'll gain: Feature Engineering, Unsupervised Learning, Predictive Modeling, Predictive Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Forecasting, Random Forest Algorithm, Scikit Learn (Machine Learning Library), Data Analysis, Regression Analysis, Machine Learning, Python Programming
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)
- 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
- Status: Free Trial
University of Colorado System
Skills you'll gain: Marketing Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Data-Driven Decision-Making, Marketing Effectiveness, Forecasting, Marketing Strategies, Strategic Decision-Making, Time Series Analysis and Forecasting, Trend Analysis, Statistical Modeling, Simulation and Simulation Software, Predictive Analytics, Customer Analysis, Customer Engagement, Bayesian Statistics, Customer Retention, Reinforcement Learning, Probability Distribution
- Status: Free Trial
University of Colorado System
Skills you'll gain: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Marketing Effectiveness, Anomaly Detection, Statistical Hypothesis Testing, Advanced Analytics, Bayesian Network
Johns Hopkins University
Skills you'll gain: Data Analysis, Analytical Skills, Data Management, Exploratory Data Analysis, Data-Driven Decision-Making, Predictive Analytics, Data Presentation, Descriptive Analytics, Data Collection, Statistical Modeling, Data Validation, Statistical Inference, Communication
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: Performance Testing, PyTorch (Machine Learning Library), Android (Operating System), Embedded Software, Tensorflow, Hardware Architecture, Applied Machine Learning, Mobile Development, Artificial Intelligence and Machine Learning (AI/ML), Real Time Data, Computer Vision
- 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
In summary, here are 10 of our most popular causal inference courses
- Machine Learning Essentials:Â University of Pennsylvania
- Computational and Graphical Models in Probability:Â Johns Hopkins University
- From Data to Decisions: Finding Patterns with AI:Â Vanderbilt University
- Intro to Predictive Analytics Using Python:Â University of Pennsylvania
- Local LLMs with llamafile:Â Duke University
- Data Acquisition, Risk, and Estimation:Â University of Colorado Boulder
- Time, Change, and Decisions for Marketing:Â University of Colorado System
- Data Science for Marketing:Â University of Colorado System
- Gestion de l’analyse des données: Johns Hopkins University
- Einführung in die Datenanalyse mit Excel: Rice University