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This online course helps to learn the foundations of probability and statistics.

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 explores how data science can help understand the environment. The course also introduces the tools used by statisticians and data scientists.

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 apply fundamental programming concepts, computational thinking and data analysis techniques to solve real-world data science problems.

This online course gives an introduction to computational social science, including its fundamental concepts and key applications.

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...

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 series gives a practical introduction to data mining using the Weka workbench.

This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.

This online course (MOOC) is designed to teach learners the basic math they will need in order to master any data science math course. It was created for learners who have basic...

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 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 main tools and ideas in the data scientist's toolbox. The course gives an overview of the data, questions, and tools that data analysts and...

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

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

In this computer science course, participants will learn the basics of programming in the Java language. This course will cover repetition statements (for, while, do-while and...

This online course focuses on writing good code for data science. This course covers the primary means by which R software is organized and distributed.

This course teaches how to transform information from a format efficient for computation into a format efficient for human perception, cognition, and communication and explores...