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Explore the Causal Inference Course Catalog

University of Colorado Boulder
Skills you'll gain: Unsupervised Learning, Data Mining, Statistical Modeling, Supervised Learning, Deep Learning, Machine Learning Algorithms, Anomaly Detection, Probability, Statistical Inference, Service Level, Performance Testing, Statistical Hypothesis Testing, Exploratory Data Analysis, Dimensionality Reduction, Applied Machine Learning, Data Warehousing, Statistical Machine Learning, Data Science, Bash (Scripting Language), Statistical Methods

Illinois Institute of Technology
Skills you'll gain: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Application, Database Management, Data Analysis, NoSQL, Database Systems, Database Theory, Machine Learning Algorithms, Databases, SQL, Big Data, Deep Learning, Bayesian Statistics, Statistical Inference, Technical Communication, Regression Analysis, Data Validation

University of London
Skills you'll gain: Relational Databases, Databases, Descriptive Statistics, Object Oriented Programming (OOP), Simulations, Statistical Inference, Data Literacy, Data Visualization Software, Data Visualization, Statistical Hypothesis Testing, Exploratory Data Analysis, Probability Distribution, SQL, Tableau Software, Data Storytelling, Algebra, Computational Logic, Calculus, Trigonometry, Logical Reasoning

University of Leeds
Skills you'll gain: Data Ethics, Statistical Machine Learning, Statistical Hypothesis Testing, Regression Analysis, Exploratory Data Analysis, Bayesian Statistics, Statistical Visualization, Classification And Regression Tree (CART), Statistical Methods, Network Analysis, Planning, Data Visualization, Data Manipulation, Data Analysis, Statistical Inference, Unsupervised Learning, Linear Algebra, Statistical Modeling, Artificial Intelligence and Machine Learning (AI/ML), Object Oriented Programming (OOP)

Northeastern University
Skills you'll gain: Statistical Hypothesis Testing, Probability & Statistics, Probability Distribution, Statistical Inference, Sampling (Statistics), Probability, Statistical Reporting, Statistical Modeling, Exploratory Data Analysis, Statistical Methods, Statistical Analysis, Bayesian Statistics, Descriptive Statistics, Data Analysis, Experimentation, Data Presentation, Estimation, Statistical Visualization, Correlation Analysis, Reliability
Status: PreviewUniversity of Zurich
Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Statistics, Descriptive Statistics, Applied Mathematics, Risk Analysis, Finance
Status: PreviewYale University
Skills you'll gain: Behavioral Economics, Storytelling, Data Storytelling, Economics, Economic Development, Financial Forecasting, Forecasting, Socioeconomics, Social Studies, Consumer Behaviour, Analysis, Complex Problem Solving
Status: Free TrialSkills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Data Analysis, Advanced Analytics, Statistical Analysis, Correlation Analysis, Analytical Skills, Business Analytics, Supervised Learning, Statistical Modeling, Scikit Learn (Machine Learning Library), Variance Analysis, Predictive Modeling, Probability & Statistics, Exploratory Data Analysis, Machine Learning, Python Programming
Status: NewStatus: Free TrialSkills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Predictive Analytics, Data Analysis, Minitab, Statistical Methods, Forecasting, Business Analytics, Quantitative Research, Data-Driven Decision-Making, Descriptive Statistics, Case Studies, Financial Analysis, Microsoft Excel
Status: Free TrialUniversity of California, Santa Cruz
Skills you'll gain: Bayesian Statistics, Technical Communication, Data Presentation, R Programming, Statistical Analysis, Statistical Modeling, Data Analysis, Time Series Analysis and Forecasting, Markov Model, Statistical Methods, Predictive Modeling, Sampling (Statistics), Probability Distribution

Coursera Project Network
Skills you'll gain: Ggplot2, Data Visualization, Regression Analysis, Predictive Analytics, Statistical Modeling, R Programming, Descriptive Statistics, Exploratory Data Analysis, Statistics, Statistical Analysis, Data Analysis
Status: NewStatus: PreviewSkills you'll gain: Bayesian Statistics, A/B Testing, Microsoft Excel, Statistical Modeling, Predictive Analytics, Statistical Methods, Data Analysis, Probability & Statistics, Decision Making, Health Informatics, Statistical Programming, Machine Learning, Markov Model
In summary, here are 10 of our most popular causal inference courses
- Data Science Graduate Certificate:Â University of Colorado Boulder
- Master of Data Science:Â Illinois Institute of Technology
- International Foundation Programme for Computer Science (IFP):Â University of London
- Master of Science in Data Science (Statistics):Â University of Leeds
- Master of Science in Engineering Management:Â Northeastern University
- An Intuitive Introduction to Probability:Â University of Zurich
- Narrative Economics:Â Yale University
- Regression Analysis: Simplify Complex Data Relationships:Â Google
- Predictive Analytics: Apply, Analyze & Interpret:Â EDUCBA
- Bayesian Statistics: Capstone Project:Â University of California, Santa Cruz










