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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 program explores key mathematical and statistical concepts.Topics include:Differential calculus (including functions, graphs, derivatives)Integral calculus,...
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 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 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. Topics include: Thermodynamics, probability theory, kinetic theory, classical statistical...
This online course gives an introduction to probability and statistics. The course is designed for beginners with some knowledge of high-school algebra.
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 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 online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...
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 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 course covers research methods, design and statistical analysis for social science research questions.
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, i.e. objective and systematic methods for describing and interpreting information.It includes topics such as:Describing...
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 inferential statistics. It teaches the basic concepts used to draw conclusions from data that might not be immediately obvious. The...
This online course explores medical studies for beginners with no prior knowledge. It covers study design, research methods, and statistical interpretation and also includes...
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 presents basic concepts from statistics, probability, scientific methodology, cognitive psychology and cost-benefit theory and shows how they can be applied...
This MOOC introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data.
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 and statistics. The course was designed for students and requires some basic maths.
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