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
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
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
University of California San Diego
Skills you'll gain: Combinatorics, Probability, Algorithms, Mathematical Modeling, Programming Principles, Statistics, Arithmetic, Program Development, Python Programming
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University of Zurich
Skills you'll gain: Probability, Probability Distribution, Finance, Decision Making
Johns Hopkins University
Skills you'll gain: Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, Probability & Statistics, Statistical Inference, Statistical Methods, Statistical Modeling, Linear Algebra, Statistics, Probability, R Programming, Biostatistics, Data Analysis, Data Science, Probability Distribution, Derivatives
University of Pittsburgh
Skills you'll gain: Bayesian Statistics, Statistical Modeling, Predictive Analytics, Statistics, Regression Analysis, Predictive Modeling, Statistical Inference, Probability & Statistics, Model Evaluation, Data Analysis, Data Science, Statistical Machine Learning, Statistical Analysis, Statistical Programming, Markov Model, Probability Distribution, Machine Learning Algorithms, Machine Learning, Python Programming, Computational Thinking
Johns Hopkins University
Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Statistics, Combinatorics, Simulations, Calculus, Sampling (Statistics), Integral Calculus, Applied Mathematics, R Programming, Quantitative Research
Dartmouth College
Skills you'll gain: Probability & Statistics, Statistical Methods
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
Stanford Online
Skills you'll gain: Game Theory, Mathematical Modeling, Problem Solving
Best free Probability Theory courses
High-quality free Probability Theory courses you can start today.
- An Intuitive Introduction to ProbabilityUniversity of ZurichBeginner1 - 3 MonthsFree
- Game TheoryStanford OnlineBeginner1 - 3 MonthsFree
Best Probability Theory courses from Johns Hopkins University
Top-rated Probability Theory courses offered by Johns Hopkins University on Coursera.
- Foundations of Probability and Random VariablesJohns Hopkins UniversityIntermediate1 - 3 MonthsJohns Hopkins University
- Advanced Statistics for Data ScienceJohns Hopkins UniversityAdvanced3 - 6 MonthsJohns Hopkins University
- Statistics for Civic Life III: Probability & ChanceJohns Hopkins UniversityBeginner1 - 4 WeeksJohns Hopkins University
Best Probability Theory certificate programs
Earn a certificate in Probability Theory from top universities and companies.
- Foundations of Probability and StatisticsUniversity of Colorado BoulderIntermediate3 - 6 MonthsSpecialization
- Probabilistic Graphical ModelsStanford OnlineAdvanced3 - 6 MonthsSpecialization
- Applied Bayesian Data AnalysisUniversity of PittsburghIntermediate3 - 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
- Combinatorics and ProbabilityUniversity of California San DiegoBeginner1 - 3 MonthsNo prerequisites
