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Introduction to Probability (course)
Learn probability, an essential language and set of tools for understanding data, randomness, and uncertainty.
Free
Introduction to Probability: Part II – Inference & Processes (course)
Learn how to use probability theory to develop the basic elements of statistical inference and important random process models
Free
Introduction to Statistics: Probability (course)
An introduction to probability, with the aim of developing probabilistic intuition as well as techniques needed to analyze simple random samples.
Free
Probability and Statistics III: A Gentle Introduction to Statistics (course)
This course provides an introduction to basic statistical concepts. We discuss elementary descriptive statistics and estimation methods.
Free
Probability and Statistics III: A Gentle Introduction to Statistics (course)
provides an introduction to basic probability conceptsm with the goal of enhancing modeling and analysis skills for a variety of real-world problems.
Free
Probability and Statistics in Data Science using Python (course)
Using Python, learn statistical and probabilistic approaches to understand and gain insights from data.
Free
Probability and Statistics IV: Confidence Intervals and Hypothesis Tests (course)
This course covers two important methodologies in statistics – confidence intervals and hypothesis testing.
Free
Stochastic Optimal Control and the U.S. Financial Debt Crisis
offer a detailed framework depicting why such a methodology is best suited for reducing financial risk and addressing key regulatory issues.
Free
Stochastic processes
This important book is a selection of his brilliant works on stochastic processes and related topics.
Free