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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 course covers research methods, design and statistical analysis for social science research questions.

This online course gives an introduction to basic probability concepts. It also explores applications in science and engineering, with the goal of enhancing modeling and...

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 explores probabilistic models, including random processes and the basic elements of statistical inference.

This online course gives an introduction to inferential statistics. It teaches the basic concepts used to draw conclusions from data that might not be immediately obvious. The...

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

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

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 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 online course teaches the fundamentals of statistics. It was designed for students and anyone who would like to have a better understanding of statistics and probabilites.

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

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

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

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

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...