Probability Distributions

This course provides an introduction to basic statistical concepts. We begin by walking through a library of probability distributions – including the normal distribution, which in turn leads to the Central Limit Theorem. We then discuss elementary descriptive statistics and estimation methods.

Bayesian data analysis is increasingly becoming the tool of choice for many data-analysis problems. This free course on Bayesian data analysis will teach you basic ideas about random variables and probability distributions, Bayes' rule, and its application in simple data analysis problems. You will learn to use the R [...]

This is a great course for anyone who wants to gain foundational and critical analysis and statistics skills with no prior background. In this course, we explore the different ways of determining the probability of different events and outcomes. We want to be able to answer questions like: what [...]