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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 MOOC introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data.
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 provides a mathematically rigorous framework to understand financial markets. The course is delivered with data-driven insights from MIT professors and...
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 explores medical studies for beginners with no prior knowledge. It covers study design, research methods, and statistical interpretation and also includes...
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 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 probabilistic models, including random processes and the basic elements of statistical inference.
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 the essential concepts, tools, and methods needed to compile macroeconomic data.
This online course program gives an introduction to essential statistical concepts, methods and techniques. It includes core statistical concepts and data analysis as well as...
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 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 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 online course covers the basics of R: a free programming language and software environment used for statistical computing and graphics.
This course is an introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.
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 series of online courses (MOOCs) teaches Data Science using the Python programming language.The courses explore how to apply statistical, machine learning, information...
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