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

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 and statistics. The course is designed for beginners with some knowledge of high-school algebra.

This online course program gives an introduction to essential statistical concepts, methods and techniques. It includes core statistical concepts and data analysis as well as...

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

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

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 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 descriptive statistics. It teaches the basic concepts used to describe data. (Note: There is a further course by Udacity teaching...

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

This online course program gives an introduction to marketing analytics. It includes topics such as the basics of marketing analytics, data analytics, statistics for marketing,...

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

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

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...

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

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...