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

This online course shows more than 15 hands-on examples of analyzing large data sets with Apache Spark.

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

This online course gives an introduction to the science behind global warming. It covers the basic principles of atmospheric science, methods of climate data collection, basic...

This online course teaches how to use the R programming language for data science and machine learning and data visualization.

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

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

This course discusses the basic biology of modern genomics and the experimental tools used for measurement. This is the first course in the Genomic Big Data Science Specialization.

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...

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 online course teaches Tableau 10 in data science by solving real-life analytics problems at an expert level.

In this Computer Science course, students will start by learning basic data types, such as numbers, and gradually build a conceptual framework for organizing and managing...

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

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

This online Java course provides additional advanced topics about Java programming elements and data abstraction.

This online course explores how the games industry can use big data to enhance the gaming experience and increase profits.

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 course is an introduction to the basic ideas behind the qualitative research in social science. Students will learn about data collection, description, analysis and...

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...