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This MOOC introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data.

This online course presents basic concepts from statistics, probability, scientific methodology, cognitive psychology and cost-benefit theory and shows how they can be applied...

This course introduces learners to sampling and exploring data, as well as basic probability theory and Bayes' rule. Participants will examine various types of sampling methods,...

This course introduces simple and multiple linear regression models. These models allow learners to assess the relationship between variables in a data set and a continuous...

Basic principles of statistical mechanics are examined in this online lecture, such as the laws of thermodynamics and the concepts of temperature, work, heat, and entropy....

This online course covers the basics of R: a free programming language and software environment used for statistical computing and graphics.

This course introduces techniques for visualizing relationships in data and systematic techniques for understanding the relationships using mathematics.

Basic principles of Statistical Mechanics are examined in this online lecture. Topics include: Thermodynamics, probability theory, kinetic theory, classical statistical...

This course describes Bayesian statistics, in which one's inferences about parameters or hypotheses are updated as evidence accumulates. Participants will learn to use Bayes’...

This course is an introduction to inferential statistics, which are concerned with making inferences based on relations found in the sample, to relations in the population....

This online course will provide participants with an intuitive introduction to Statistics and Probability Theory.The course includes fundamental concepts such as probability,...

This online course gives a first introduction to Data Science.  It includes an overview of the following topics:Data ManipulationData Analysis with Statistics and Machine...

This online course gives an introduction to statistics, including quantifying uncertainty with probability, descriptive statistics, point and interval estimation of means and...

In this first part of a two part course, students will walk through the basics of statistical thinking – starting with an interesting question. Then, they will learn the...

This online course explores the fundamental principles underpinning statistics. It is aimed at those with some prior knowledge of statistics and covers topics such as parametric...

This course covers the basics of creating data products using Shiny, R packages, and interactive graphics. The course will focus on the statistical fundamentals of creating a...

This online course gives an introduction to data and their analysis and interpretation.

This online course helps to understand Business Statistics. It begins with the notion of descriptive statistics, which is summarizing data using a few numbers.

This online course gives an introduction to probability and statistics. The course is designed for beginners with some knowledge of high-school algebra.

This course is an introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.