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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 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 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 course is an introduction to probabilistic models, including random processes and the basic elements of statistical inference.

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 course describes Bayesian statistics, in which one's inferences about parameters or hypotheses are updated as evidence accumulates. Participants will learn to use Bayes’...

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 gives an introduction to statistics. Its goal is for learners to understand statistical thinking concepts that are essential for learning from data. The...

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 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 gives an introduction to essential statistical concepts, methods and techniques. It includes core statistical concepts and data analysis as well as...

This online course (MOOC) explores the basics of Machine Learning.The Stanford course provides a broad introduction to machine learning, datamining, and statistical pattern...

This MOOC introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data.

This series of online courses helps with a basic understanding of business data analysis tools and techniques. Participants learn essential spreadsheet functions, build...

This online course gives an introduction to the essential concepts, tools, and methods needed to compile macroeconomic 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...

This online course presents basic concepts from statistics, probability, scientific methodology, cognitive psychology and cost-benefit theory and shows how they can be applied...

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 basic probability concepts. It also explores applications in science and engineering, with the goal of enhancing modeling and...

This online course program explores key mathematical and statistical concepts.Topics include:Differential calculus (including functions, graphs, derivatives)Integral calculus,...