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

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

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, i.e. objective and systematic methods for describing and interpreting information.It includes topics such as:Describing...

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

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 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 is an introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.

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

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 program explores key mathematical and statistical concepts.Topics include:Differential calculus (including functions, graphs, derivatives)Integral calculus,...

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’...

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

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

This online course program aims to provide business leaders and managers with strategies and guidelines for how best to solve the various challenges of building data science...