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

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 gives an introduction to probability and statistics. The course was designed for students and requires some basic maths.

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

This online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...

This course covers the essential exploratory techniques for summarizing data. It will cover in detail the plotting systems in R as well as some of the basic principles of...

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

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

This online course (MOOC) teaches the basics of statistics.It includes the following topics :Descriptive statistics, i.e. how to describe data: central tendency (mean, median),...

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

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 online course gives an introduction to probability, as a way to understand data, randomness, and uncertainty. The course is designed for learners with some basic high...

This series of online courses (MOOCs) teaches Data Science using the Python programming language.The courses explore how to apply statistical, machine learning, information...

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 program gives an introduction to calculus, probability and statistics at a pre-university level. It shows how to apply these concepts to solve problems and...

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