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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),...
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...
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This course is an introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.
This online course presents basic concepts from statistics, probability, scientific methodology, cognitive psychology and cost-benefit theory and shows how they can be applied...
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....
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 basic probability concepts. It also explores applications in science and engineering, with the goal of enhancing modeling and...
This online course explores probabilistic models, including random processes and the basic elements of statistical inference.
This online course covers the basics of R: a free programming language and software environment used for statistical computing and graphics.
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 gives a basic introduction to macroeconomics. It explores basic economic concepts, major macroeconomic statistics, and how monetary and fiscal policy can be...
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 gives an introduction to statistics. Its goal is for learners to understand statistical thinking concepts that are essential for learning from data. 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...
This course introduces techniques for visualizing relationships in data and systematic techniques for understanding the relationships using mathematics.
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 course is an introduction to probabilistic models, including random processes and the basic elements of statistical inference.
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...
Basic principles of Statistical Mechanics are examined in this online lecture. Topics include: Thermodynamics, probability theory, kinetic theory, classical statistical...
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 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 online course gives an introduction to data and their analysis and interpretation.
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