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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...

Search engines are essential tools for managing and mining big text data. This course teaches how search engines work, the major search algorithms, and how to optimize search...

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 class provides an introduction to the Python programming language and the iPython notebook. This is the third course in the Genomic Big Data Science Specialization from...

This online course gives an introduction to data and their analysis and interpretation.

This course focuses on data science in real life. It will contrast the ideal with what happens in real life. By contrasting the ideal, students will learn key concepts that will...

In this course, students will learn exciting concepts and skills for designing data warehouses and creating data integration workflows.

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...

This course teaches how to identify the right statistical test for the questions asked - apply and carry out hypothesis tests - generalize the results from samples to larger...

This online course gives an introduction to computational social science, including its fundamental concepts and key applications.

This course teaches how to take scattered data and organize it into groups for use in many applications, such as market analysis and biomedical data analysis, or as a...

This class will cover an introduction to command line tools for managing genomic data. It will start with basic Unix commands for managing files and directories, followed by a...

This online course gives an introduction to the fundamentals of SQL and teaches how to work with data. No prior SQL experience needed.

This online course explores advanced topics in R programming that are necessary for developing powerful, robust, and reusable data science tools. Topics covered include...

This online course explores how to perform data analysis using MongoDB's Aggregation Framework.

This online course gives an initial introduction to data science and use of the MATLAB software.

This online course provides a rigorous introduction to the R programming language, with a particular focus on using R for software development in a data science setting.

This online course focuses on writing good code for data science. This course covers the primary means by which R software is organized and distributed.

Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...

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