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This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

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

This online course explores how to perform RNA-Seq, ChIP-Seq, and DNA methylation data analyses, using open source software, including R and Bioconductor.

This course represents a focus on several techniques that are widely used in the analysis of high-dimensional data.

This online course helps to learn how to apply the concepts of advertising and marketing to branding.

This online course gives an overview of liquidity policy implementation in the Asia-Pacific using standard economic models.

Through a combination of classic papers and more recent work, students will explore automated decision-making from a computer-science perspective. They will examine efficient...

In this course, students will use and analyze data structures that are used in industry-level applications, such as linked lists, trees, and hashtables. They will apply...

This online lecture series introduces some of the important model systems studied in contemporary physics, including two-dimensional electron systems, the fine structure of...

This online course (MOOC) teaches how to program specific orientation and achieve precise aiming goals for spacecraft moving through three dimensional space.

This online course explores the theory of automata and languages. It includes finite automata and the languages they can define, deterministic and nondeterministic automata,...

In this online course, participants will learn advanced concepts underpinning the design of today’s multicore-based computers. Additionally, they will learn how design decisions...

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 course covers data abstraction, state, and deterministic dataflow in a unified framework with practical code exercises. In the last part of the course, students will...

The online course begins with an overview of vectors and tensors. It then proceeds through fundamental concepts of motion, balance laws, constitutive relations and thermodynamics.

This online course teaches about the communication culture in China, such as the Chinese address system, metaphors, taboo words and euphemisms, Chinese terms of respect and...

This online course teaches how to digitally reconstruct a single neuron to better study the biological mechanisms of brain function, behaviour and disease.

This online course teaches how technology is used in supply chain systems from fundamental concepts to innovative applications.

This online lecture series explores real-world applications of category theory. Category theory provides a framework in which to organize formal systems and by which to...

In this course, students will learn standard methodologies for debugging software—especially for iOS applications. Additionally, they will understand how to use Xcode’s...