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

This online course program provides an introduction to topics in single and multivariable calculus, and focuses on using calculus to address questions in the natural and social...

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 explores how to build and incorporate ethical frameworks in AI and Big Data technology and business initiatives to add transparency, build trust, and drive...

This online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...

This series of online courses covers the fundamentals of surveys as used in market research, evaluation research, social science and political research, official government...

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

This online course explores the area of Data Science without any programming requirements.

This online course explores the characteristics of language through big data analysis. It includes the data-based linguistic analysis of written and spoken texts.

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...

This course teaches data mining techniques for both structured data which conform to a clearly defined schema, and unstructured data which exist in the form of natural language...

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

This short online course gives an overview of open source tools for data science, such as Jupyter Notebooks, RStudio IDE, Apache Zeppelin and Data Science Experience.

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...

The course will teach students how to use computation to accomplish a variety of goals and provides you with a brief introduction to a variety of topics in computational problem...

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 teaches about comprehensive data mining and machine learning with Python and Spark.

This course series gives an in-depth introduction to Data Analytics.The courses were designed with experts and scientists at leading technology companies to ensure that learners...

This short online course gives an overview of what data science is.

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