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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 online course teaches the fundamentals of statistics. It was designed for students and anyone who would like to have a better understanding of statistics and probabilites.
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 statistics, including quantifying uncertainty with probability, descriptive statistics, point and interval estimation of means and...
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 MOOC introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data.
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 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 the essential concepts, tools, and methods needed to compile macroeconomic data.
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 introduces learners to sampling and exploring data, as well as basic probability theory and Bayes' rule. Participants will examine various types of sampling methods,...
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 the basic data and statistical techniques that underpin data analysis in finance.
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 gives an introduction to probability and statistics. The course is designed for beginners with some knowledge of high-school algebra.
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 (MOOC) explores essential statistics required in finance and economics courses. It includes a variety of ways to present data, probability, and statistical...
This course introduces techniques for visualizing relationships in data and systematic techniques for understanding the relationships using mathematics.
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 provides a mathematically rigorous framework to understand financial markets. The course is delivered with data-driven insights from MIT professors and...
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