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This course will introduce open source tools used for parallel, distributed and scalable machine learning. After completing this course’s hands-on projects with KNIME and...

This online course gives an introduction to the most common open science practices. It aims to empower researchers to conduct, support, and disseminate research efficiently and...

This MOOC gives an introduction to Python and includes data analysis techniques.

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 the general concepts of data mining along with basic methodologies and applications. Then dives into one subfield in data mining: pattern discovery. It...

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

Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...

This online course program gives an introduction to the mathematical foundations for Data Science. It includes key concepts in algebra, calculus, linear algebra, and numerical...

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

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 course covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...

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

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 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.

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 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 gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.

This online course series gives an introduction to data science. The courses cover the concepts and tools needed throughout the entire data science pipeline. It covers topics...

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

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...