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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 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 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 program explores concepts of statistical analysis and shows how to use Python to perform data analyses. The courses include data visualization, inferential...
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 program aims to provide business leaders and managers with strategies and guidelines for how best to solve the various challenges of building data science...
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 online course explores medical studies for beginners with no prior knowledge. It covers study design, research methods, and statistical interpretation and also includes...
This online course provides a mathematically rigorous framework to understand financial markets. The course is delivered with data-driven insights from MIT professors and...
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 course introduces techniques for visualizing relationships in data and systematic techniques for understanding the relationships using mathematics.
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 online course gives an introduction to probability and statistics. The course was designed for students and requires some basic maths.
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 is an introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.
This series of online courses (MOOCs) teaches Data Science using the Python programming language.The courses explore how to apply statistical, machine learning, information...
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 MOOC introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data.
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...
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