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This online lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).

This advanced online course introduces two core robot classes: kinematic chains (robot arms) and mobile bases. For both robot types, the course explores methods to reason about...

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

This online course teaches about medieval Jewish medical training and thought by exploring and interpreting medical manuscripts.

This video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.

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 the fundamental tools and techniques for using data towards making business decisions in the face of uncertainty.

This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.

In this course, students will use analytical elements of SQL for answering business intelligence questions and learn features of relational database management systems for...

This online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...

This video online course (MOOC) explores how controlling the local nanoscale structure and physics of semiconducting polymers allows for revolutionary new devices across the globe.

This course covers the development of Internet of Things (IoT) products and services—including devices for sensing, actuation, processing, and communication—to help participants...

With this online course, participants will get an overall view of the increasingly complex challenges of global business from the insights, perspectives and experience of...

This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.

This online course gives an introduction to the principles and tools needed to develop cyber-physical systems. CPS can be a key building block of the Internet of Things (IoT).

This online course teaches how to use Object and Service Oriented design principles and the development team to increase system flexibility so it can be efficiently run...

This online course explores concepts of advanced linear algebra for computing.

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

This series of online courses teaches autonomous flight software engineering skills. It includes key aspects of Aerial Robotics as well as Intelligent Air Systems.

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...