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

This is a focused course designed to rapidly get participants up to speed on doing data science in real life. It includes eg. describing possible pitfalls when pulling /...

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 explores the landscape of urban governance in the digital era. It looks at how data has an impact on city life and its structure, instruments, policies, and...

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

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

This course teaches how to use tools from the Bioconductor project to perform analysis of genomic data. This is the fifth course in the Genomic Big Data Specialization from...

This course is an introduction to the discipline of statistics as a science of understanding and analyzing data. Students will learn how to effectively make use of data in the...

This online course teaches how to to create machine learning algorithms in Python and R.

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

This online course gives an introduction to Precision Medicine. It includes precision-medicine era diagnostics, treatment selection, genetic counseling, public health...

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

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

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 is designed to introduce participants to basic tools of theory building and data analysis in systems science and to apply those tools to better understand the...

This online course explores how to promote the ethical use of data-driven technologies. It includes topics such as privacy and bias and how ethical concepts can be applied.

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

This online course shows how to derive and solve a linear regression model, and apply it appropriately to data science problems.

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