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
Status: Free TrialUniversity of Colorado System
Skills you'll gain: Cryptography, Brute-force attacks, Cryptographic Protocols, Encryption, Key Management, Cybersecurity, Computer Security, Information Assurance, Theoretical Computer Science, Threat Modeling, Communication Systems
Status: PreviewNortheastern University
Skills you'll gain: Probability & Statistics, Statistics, Probability Distribution, Probability, Statistical Modeling, Data Analysis, Bayesian Statistics, Statistical Analysis, Exploratory Data Analysis, Combinatorics, Descriptive Statistics, Statistical Inference, Correlation Analysis
Status: NewStatus: Free TrialArizona State University
Skills you'll gain: Statistics, Probability & Statistics, Analytics, Exploratory Data Analysis, Estimation, Logistic Regression
Status: PreviewEindhoven University of Technology
Skills you'll gain: Statistical Inference, Scientific Methods, Statistical Hypothesis Testing, Quantitative Research, Bayesian Statistics, Statistical Software, Statistical Analysis, Statistical Methods, Probability & Statistics, Sample Size Determination, Research, Data Literacy, General Science and Research, Data Sharing, Probability Distribution
Status: Free TrialJohns Hopkins University
Skills you'll gain: Statistics, Probability & Statistics, Regression Analysis, Probability, Statistical Hypothesis Testing, Probability Distribution, Statistical Methods, Statistical Analysis, Statistical Inference, Sampling (Statistics), Combinatorics
Status: Free TrialUniversity of Pittsburgh
Skills you'll gain: Statistical Analysis, Statistical Methods, Predictive Modeling, Statistical Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Probability, Mathematical Modeling, Machine Learning, Algorithms
Status: NewStatus: Free TrialThe Hong Kong University of Science and Technology
Skills you'll gain: Bayesian Statistics
Status: PreviewÉcole Polytechnique
Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Simulations, Statistical Methods, Advanced Mathematics, Interactive Data Visualization, Combinatorics, Mathematical Theory & Analysis, Sampling (Statistics), Calculus, Applied Mathematics, Correlation Analysis, Integral Calculus, Numerical Analysis
- Status: Preview
École Polytechnique
Skills you'll gain: Probability, Simulations, Probability & Statistics, Probability Distribution, Statistical Methods, Mathematical Theory & Analysis, Sampling (Statistics), Statistical Inference, Calculus, Integral Calculus
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Statistical Inference, Statistical Methods, Statistics, Probability & Statistics, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Probability Distribution, Probability, Artificial Intelligence
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Artificial Intelligence, Machine Learning Methods, Generative AI, Machine Learning Algorithms, Mathematical Theory & Analysis
Status: Free TrialJohns Hopkins University
Skills you'll gain: Network Analysis, Statistical Modeling, Bayesian Network, Applied Machine Learning, R (Software), R Programming, Social Network Analysis, Statistical Methods, Simulations, Network Model, Statistical Analysis, Probability & Statistics, Statistical Programming, Probability Distribution, Sampling (Statistics), Data Visualization, Machine Learning, Statistical Hypothesis Testing
In summary, here are 10 of our most popular probability theory courses
- Cryptography and Information Theory:Â University of Colorado System
- Engineering Probability and Statistics Part 1:Â Northeastern University
- Probability, Statistical Inference and Regression Analysis:Â Arizona State University
- Improving your statistical inferences:Â Eindhoven University of Technology
- What are the Chances? Probability and Uncertainty in Statistics:Â Johns Hopkins University
- Statistics and Calculus Methods for Data Analysis:Â University of Pittsburgh
- Discrete Math for Computer Science - Counting & Probability:Â The Hong Kong University of Science and Technology
- Aléatoire : une introduction aux probabilités - Partie 1: École Polytechnique
- Aléatoire : une introduction aux probabilités - Partie 2: École Polytechnique
- Statistical Estimation for Data Science and AI:Â University of Colorado Boulder
