Probability courses can help you learn statistical reasoning, risk assessment, hypothesis testing, and the fundamentals of random variables. You can build skills in interpreting data distributions, calculating expected values, and applying Bayes' theorem in various contexts. Many courses introduce tools like R, Python, and Excel for data analysis, along with methods for simulating probabilistic models and visualizing outcomes.
University of Colorado Boulder
Skills you'll gain: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Mining, Performance Testing, Dimensionality Reduction, Deep Learning, Statistical Modeling, Applied Machine Learning, Machine Learning Algorithms, Statistical Hypothesis Testing, Statistical Inference, Data Pipelines, Probability & Statistics, Statistical Machine Learning, Probability, Bash (Scripting Language), Classification Algorithms, Software Engineering, Data Science
Credit offered
Graduate Certificate · 6 - 12 Months

Georgia Institute of Technology
Skills you'll gain: Game Theory, Combinatorics, Mathematical Theory & Analysis, Computational Logic, Mathematical Modeling
Mixed · Course · 1 - 3 Months

École Polytechnique
Skills you'll gain: Applied Mathematics, Differential Equations, Advanced Mathematics, Mathematical Theory & Analysis, Calculus, Derivatives
Mixed · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Political Sciences, Policy Analysis, Social Justice, Social Sciences, Public Policies, Game Theory, Demography, Logical Reasoning, Applied Mathematics
Mixed · Course · 1 - 3 Months