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

This course describes Bayesian statistics, in which one's inferences about parameters or hypotheses are updated as evidence accumulates. Participants will learn to use Bayes’...

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

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

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

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...

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 presents basic concepts from statistics, probability, scientific methodology, cognitive psychology and cost-benefit theory and shows how they can be applied...

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 online course gives an introduction to statistics, i.e. objective and systematic methods for describing and interpreting information.It includes topics such as:Describing...

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 is an introduction to the discipline of statistics as a science of understanding and analyzing data. Students will learn how to effectively make use of data in the...

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...