Probability Theory Courses
Courses in Probability Theory can help you learn statistical reasoning, random variables, and probability distributions. You can build skills in hypothesis testing, regression analysis, and decision-making under uncertainty. Many courses introduce tools like R, Python, and Excel, that support analyzing data and modeling real-world phenomena. You'll explore key topics such as Bayes' theorem, expected value, and the law of large numbers, all of which are crucial for applications in fields like finance, engineering, and artificial intelligence.
Popular Probability Theory Courses and Certifications
University of Pittsburgh
University of Colorado Boulder
Skills you'll gain: Probability, Statistical Inference, Estimation, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Markov Model, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Artificial Intelligence, Generative AI, Data Analysis, Correlation Analysis, Data Science, Data Collection
Sage Publications
Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Probability & Statistics, Probability, Sampling (Statistics), Statistics, Statistical Methods, Regression Analysis, Bayesian Statistics, Statistical Analysis, Statistical Modeling, Probability Distribution, Correlation Analysis, Data Science, Data Transformation, Health Care
University of California San Diego
Skills you'll gain: Combinatorics, Probability, Algorithms, Mathematical Modeling, Programming Principles, Statistics, Arithmetic, Program Development, Python Programming
Stanford Online
Skills you'll gain: Bayesian Network, Applied Machine Learning, Graph Theory, Machine Learning Algorithms, Probability Distribution, Bayesian Statistics, Statistical Modeling, Markov Model, Machine Learning, Probability & Statistics, Statistical Inference, Model Training, Model Optimization, Sampling (Statistics), Algorithms
What brings you to Coursera today?
Johns Hopkins University
Skills you'll gain: R Programming, Statistical Analysis, Combinatorics, Data Analysis, Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Data Science, Simulations
Sage Publications
Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Statistical Modeling, Statistics, Statistical Software, Descriptive Statistics, Scientific Methods, Statistical Reporting, Probability, Data Literacy, Analysis, Bayesian Statistics, Statistical Analysis, General Science and Research, Statistical Inference, Probability & Statistics, Sampling (Statistics), Regression Analysis, Data Analysis, Data Science
University of Zurich
Skills you'll gain: Probability, Probability Distribution, Finance, Decision Making
Dartmouth College
Skills you'll gain: Probability & Statistics, Statistical Methods
Stanford Online
Skills you'll gain: Game Theory, Mathematical Modeling, Problem Solving
Johns Hopkins University
Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Probability & Statistics, Probability, Statistics, Bayesian Statistics, Statistical Methods, Statistical Modeling, Statistical Analysis, Probability Distribution, Data Analysis
Best Probability Theory courses from University of Colorado Boulder
Top-rated Probability Theory courses offered by University of Colorado Boulder on Coursera.
- Foundations of Probability and StatisticsUniversity of Colorado BoulderIntermediate3 - 6 MonthsUniversity of Colorado Boulder
- BiteSize Statistics for Absolute BeginnersUniversity of Colorado BoulderBeginner3 - 6 MonthsUniversity of Colorado Boulder
Best Probability Theory certificate programs
Earn a certificate in Probability Theory from top universities and companies.
- Probabilistic Graphical ModelsStanford OnlineAdvanced3 - 6 MonthsSpecialization
- An Adventure in StatisticsSage PublicationsBeginner3 - 6 MonthsSpecialization
Best Probability Theory courses for beginners
Top-rated beginner-friendly Probability Theory courses with no prerequisites.
- Probability Theory and Regression for Predictive AnalyticsUniversity of PittsburghBeginnerNo prerequisites
- Statistical Inference and ProbabilitySage PublicationsBeginner1 - 3 MonthsNo prerequisites
- Combinatorics and ProbabilityUniversity of California San DiegoBeginner1 - 3 MonthsNo prerequisites
