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

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 will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.

This online video lecture series discusses advanced topics related to algorithms in computer science.

Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...

This course teaches how to manage and harness the dynamics and interactions between firms and entities within a supply chain.

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

This course will teach probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. Extensive programming examples and...

This online course teaches about the general information security risk management framework and its practices and how to identify and model information security risks and apply...

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

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 explores how international law regulates armed conflicts, protects individuals in wartime, including terrorism, and guarantees minimum compliance.

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

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 course teaches how to apply engineering principles, such as Agile, to build a full-stack software system.

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 is an online lecture taking a practical approach to proving problems can't be solved efficiently (in polynomial time and assuming standard complexity-theoretic assumptions...

This comprehensive series of online courses will teach you the technology of self-driving cars. The courses include elements from robotics, software development, machine...

This course gives an introduction to the field of theoretical and computational neuroscience with a focus on models of single neurons. Neurons encode information about stimuli...