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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...

This online course (MOOC) explores the basics of Machine Learning.The Stanford course provides a broad introduction to machine learning, datamining, and statistical pattern...

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 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 discusses the computational approach in modern physics in a clear yet accessible way. Individual modules contain in-depth discussions of algorithms ranging from...

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.

This online course explores medical studies for beginners with no prior knowledge. It covers study design, research methods, and statistical interpretation and also includes...

This online course gives a basic introduction to macroeconomics. It explores basic economic concepts, major macroeconomic statistics, and how monetary and fiscal policy can be...

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

This Applied Biostatistics course provides an introduction to important topics in medical statistical concepts and reasoning. Each topic will be introduced with examples from...

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 online course (MOOC) explores essential statistics required in finance and economics courses. It includes a variety of ways to present data, probability, and statistical...

This online course provides a mathematically rigorous framework to understand financial markets. The course is delivered with data-driven insights from MIT professors and...

This statistics course introduces some of the key ideas and methods of statistics, the discipline that allows us to analyse and interpret the data that underpins modern society....

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

This online course gives an introduction to statistics. Its goal is for learners to understand statistical thinking concepts that are essential for learning from data. The...

The purpose of this course is to help students develop a functional, satisfying, and useful life-long relationship with statistics. To achieve that goal, students will learn how...

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

This course is an introduction to probabilistic models, including random processes and the basic elements of statistical inference.