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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...

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

This online course presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.

This series of online courses gives an introduction to Music Information Retrieval (MIR). It includes topics such as extracting information from music signals, music data mining...

This online course discusses the key problems of parameter estimation in both directed and undirected models, as well as the structure learning task for directed models.

This MOOC explores how materials look and work at atomic scales. Prior knowledge of engineering or physical science required.

This online course covers design of photovoltaic systems, such as utility scale solar farms or residential scale systems (on/off the grid).

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

In this online course, participants get hands-on experience making web applications accessible (eg. through screen readers).

This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...

This online course explores the Non-Equilibrium Green’s Function (NEGF) method widely used to describe quantum effects in nanoscale devices, along with its applications to...

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 focuses on the exploration of HTML5-based APIs, but also introduces some advanced features related to HTML5, such as Web components, advanced multimedia,...

In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...

This course provides web developers the tools they need to profile apps and identify the causes of jank. They will explore the browser’s rendering pipeline and uncover patterns...

This introductory synthetic biology course starts with a brief overview of the field and then delves into more challenging yet exciting concepts. Students will learn how to...

This online course teaches key features of the Kotlin programming language. The course shows how to convert a basic Android app in Java to Kotlin.

In this online course, participants are given the following task: Given a collection of simulated error-free read-pairs, they use the paired de Bruijn graph to reconstruct the...

This online course gives an introduction to synchrotron and X-Ray Free Electron Lasers (XFELs) facilities and associated techniques.

This course teaches about the technologies underlying experimentation used in systems biology, with particular focus on RNA sequencing, mass spec-based proteomics, flow/mass...