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

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....

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 gives an introduction to the essential concepts, tools, and methods needed to compile macroeconomic data.

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

This statistics course introduces some of the key ideas and methods of statistics, the discipline that allows us to analyse and interpret the data that underpins modern society....

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

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...

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 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 (MOOC) teaches the basics of statistics.It includes the following topics :Descriptive statistics, i.e. how to describe data: central tendency (mean, median),...

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

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...