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This course will cover the theory and the fundamentals of the emerging science of Sabermetrics. Students will discuss the game of baseball, not through consensus or a fan's...

This online course gives an introduction to data analysis. It includes basic concepts such as the data ecosystem and the fundamentals of data analysis.

This course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.

This online course gives an introduction to programming using the language "R", a popular language for statistical computing and graphics in data science and other domains.

This series of online courses explores the fundamental building blocks of computer science, including programming, development, algorithms, and data structures. The program...

This online course gives an introduction to Python programming for Data Science and Artificial Intelligence. It is the first course of a course series / Specialization on...

This online course introduces learners to the science of business analytics with applications in a marketing context.

This course discusses following questions: What’s the “hype” surrounding the Big Data phenomenon? Who are these mysterious data scientists everyone is talking about? What kinds...

This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...

This online course gives an introduction to data science. It explores one of the most internationally-recognized processes for solving data-science problems.

This online course explores the ethical considerations regarding the privacy and control of consumer information and big data.

This online course explores the foundations of probability and its relationship to statistics and data science.

This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...

This course covers how to program in R and how to use R for effective data analysis. Students will learn how to install and configure software necessary for a statistical...

Process mining is the missing link between model-based process analysis and data-oriented analysis techniques. Through concrete data sets and easy to use software the course...

This course focuses on exploring data to make students understand the data’s underlying structure and variables, to develop intuition about the data set, to consider how that...

This online course (MOOC) is designed to teach learners the basic math they will need in order to master any data science math course. It was created for learners who have basic...

This online course gives an introduction to Excel for data analysis. It includes cleaning and preparing data, automating data analysis, and transforming, linking, and...

This MOOC teaches fundamental concepts of mathematical probability to prepare participants for a career in the growing field of information and data science.

This course teaches how to transform information from a format efficient for computation into a format efficient for human perception, cognition, and communication and explores...