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Causal Inference

Causal Inference Courses Online

Explore causal inference methods for determining cause-and-effect relationships. Learn to apply statistical techniques to identify causality in data.

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Explore the Causal Inference Course Catalog

Status: Free Trial
University of California, Irvine
Data Storytelling
Skills you'll gain: Data Storytelling, Data Presentation, Interactive Data Visualization, Statistical Visualization, Data Visualization Software, Tableau Software, Data Ethics, Exploratory Data Analysis, Scatter Plots, Heat Maps, Data Integrity
3.9
Rating, 3.9 out of 5 stars
9 reviews
Mixed · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
DeepLearning.AI
Data Storytelling
Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Tableau Software, Dashboard, LinkedIn, Professional Networking, Data Visualization Software, Looker (Software), Technical Communication, Power BI, Stakeholder Engagement, Interviewing Skills
4.8
Rating, 4.8 out of 5 stars
17 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Michigan
Understanding Data: Navigating Statistics, Science, and AI
Skills you'll gain: Histogram, Generative AI, Data Literacy, Data Visualization, Data Presentation, Statistical Hypothesis Testing, Scientific Methods, Descriptive Statistics, Data Storytelling, Statistics, Data Analysis, Data Ethics, Experimentation, Data Science, Data-Driven Decision-Making, Research Design, Responsible AI, Statistical Visualization, Research, Artificial Intelligence
4.7
Rating, 4.7 out of 5 stars
41 reviews
Beginner · Specialization · 1 - 3 Months
Status: Free Trial
University of Virginia
Hypothesis-Driven Development
Skills you'll gain: Usability Testing, Continuous Delivery, Product Testing, Agile Product Development, DevOps, Agile Methodology, User Research, Prototyping, Product Development, Lean Methodologies, Innovation
4.7
Rating, 4.7 out of 5 stars
1K reviews
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
Johns Hopkins University
Calculus through Data & Modelling: Vector Calculus
Skills you'll gain: Integral Calculus, Calculus, Linear Algebra, Mathematical Theory & Analysis, Advanced Mathematics, Visualization (Computer Graphics), Applied Mathematics, Graphing, Mathematical Modeling, Spatial Data Analysis
4.7
Rating, 4.7 out of 5 stars
44 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Unilever
Implementing Supply Chain Analytics
Skills you'll gain: Descriptive Analytics, Supply Chain Management, Supply Chain Systems, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Predictive Analytics, Forecasting, Inventory Management System, Data-Driven Decision-Making, Business Analytics, Advanced Analytics, Analytics, Agile Methodology, SQL, Data Presentation, Data Analysis, Technical Communication, Python Programming
4.7
Rating, 4.7 out of 5 stars
55 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of California, Santa Cruz
Bayesian Statistics: Mixture Models
Skills you'll gain: R Programming, Statistical Modeling, Bayesian Statistics, Statistical Software, Markov Model, Mathematical Modeling, Statistical Methods, Probability & Statistics, Unsupervised Learning, Machine Learning Algorithms
4.5
Rating, 4.5 out of 5 stars
62 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Johns Hopkins University
Foundations of Probability and Random Variables
Skills you'll gain: R Programming, Statistical Analysis, Combinatorics, Data Analysis, Probability, Statistics, Probability Distribution, Probability & Statistics, Bayesian Statistics, Applied Mathematics, Data Science, Artificial Intelligence and Machine Learning (AI/ML), Simulations
Intermediate · Course · 1 - 3 Months

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In summary, here are 8 of our most popular causal inference courses

Data Storytelling: University of California, Irvine
Data Storytelling: DeepLearning.AI
Understanding Data: Navigating Statistics, Science, and AI: University of Michigan
Hypothesis-Driven Development: University of Virginia
Calculus through Data & Modelling: Vector Calculus: Johns Hopkins University
Implementing Supply Chain Analytics: Unilever
Bayesian Statistics: Mixture Models: University of California, Santa Cruz
Foundations of Probability and Random Variables: Johns Hopkins University