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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...

This course is an introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.

This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...

This online course teaches data science techniques for professionals and students - learn the theory behind logistic regression and code in Python.

This online course program explores how data analysis and data science can be applied to social science. It is designed to be a multidisciplinary, multi-perspective, and...

This online course teaches more than 20 hands-on examples of analyzing large data sets with Apache Spark, on your desktop or on Hadoop.

This online course teaches how to use Spark with Python for Big Data analysis.

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

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 deep learning (DL) methods, healthcare data and applications using DL methods.

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 program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...

This online course program explores the fundamentals of data science. The courses include topics such as data science tools and methods, SQL and Python, and machine learning...

This online course gives an introduction to data science for managers. Participants analyze business data with Microsoft Azure through the use of SQL, machine learning, and...

This online course explores Spark and Scala for Big Data applications, including Spark 2.0 DataFrames.

This online course explores various aspects of Chinese history. (part 2/2)

This online course program explores how current technologies are changing industry and how to create a strategy to transform a business. It also covers the three technologies...

This online course series gives an introduction to the key skills needed for data science, including probability and statistics, data analysis, and machine learning. Students...

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 series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.