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This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...
This online course teaches the principles and techniques for digital forensics investigation and the spectrum of available computer forensics tools.
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...
In this online course, participants get hands-on experience making web applications accessible (eg. through screen readers).
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...
Cryptography is present in everyday life, from paying with a credit card to using the telephone. This course teaches all about making and breaking puzzles in computing.
This online course explores the fundamentals of Microsoft Azure infrastructure, including infrastructure as a service.
This online course (MOOC) shows how to design, build, and program dynamical, legged robots that can operate in the real world.
This course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...
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 online course is designed to cover all physics and engineering aspects of photovoltaics: photovoltaic energy conversion, technologies and systems.
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 teach probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. Extensive programming examples and...
This online course explores the features and dynamics of an important field of international law that grants rights to foreign investors to foster States’ development.
This course covers functional, object-oriented, and declarative dataflow programming in a unified framework, with practical code fragments and a simple semantics.
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