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

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 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 (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 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 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 program explores concepts of statistical analysis and shows how to use Python to perform data analyses. The courses include data visualization, inferential...

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 series of online courses helps with a basic understanding of business data analysis tools and techniques. Participants learn essential spreadsheet functions, build...

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

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

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

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

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

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

This online course gives an introduction to the basic data and statistical techniques that underpin data analysis in finance.

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

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