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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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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 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 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...
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 statistics, including quantifying uncertainty with probability, descriptive statistics, point and interval estimation of means 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 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 gives an introduction to probability and statistics. The course is designed for beginners with some knowledge of high-school algebra.
This online course gives an introduction to data and their analysis and interpretation.
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 explores probabilistic models, including random processes and the basic elements of statistical inference.
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 gives an introduction to basic probability concepts. It also explores applications in science and engineering, with the goal of enhancing modeling and...
This course is an introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.
This Applied Biostatistics course provides an introduction to important topics in medical statistical concepts and reasoning. Each topic will be introduced with examples from...
This online course gives an introduction to the essential concepts, tools, and methods needed to compile macroeconomic data.
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 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....
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