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

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 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 course focuses on exploring data to make students understand the data’s underlying structure and variables, to develop intuition about the data set, to consider how that...

This computer science course covers advanced object-oriented programing strategies, including polymorphism, abstract classes, super keyword, exceptions, generics, sorting and...

This online course gives an introduction to programming using the language "R", a popular language for statistical computing and graphics in data science and other domains.

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

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 GRU, LSTM, and more modern deep learning, machine learning, and data science skills. Most of the work will be done in Numpy, Matplotlib, and Theano.

This online course series teaches how to analyze life sciences data using the R programming language.

This online course teaches how to use Spark with Python for Big Data analysis.

This MOOC teaches about probability distribution models, including normal distribution, and continuous random variables to prepare participants for a career in information and...

This applied computer science MOOC teaches the vocabulary, concepts and mechanisms common to all digital networks, and explores the TCP, UDP and IP protocols that support all...

This MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...

This online course teaches how to apply computational thinking in data science.

This online course gives an introduction to the fundamentals of SQL and teaches how to work with data. No prior SQL experience needed.

This online course program gives an introduction to key digital technologies shaping the modern business environment. The courses are designed for beginners with no technical...

This online course program aims to teach learners the skills required for an entry level data analyst role. It includes a variety of data sources, project scenarios, and data...

This online course gives an introduction to data analysis. It includes basic concepts such as the data ecosystem and the fundamentals of data analysis.

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