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Students will understand, through this course, the power and limitations of algorithms that help people develop the tools to make real-world computers smarter, faster and safer.
This online course explores the fundamentals of Artificial Intelligence (AI). Participants will design intelligent agents to solve real-world problems, including search, games,...
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...
This course teaches how to manage and harness the dynamics and interactions between firms and entities within a supply chain.
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 how to perform RNA-Seq, ChIP-Seq, and DNA methylation data analyses, using open source software, including R and Bioconductor.
This online course (MOOC) shows how to design, build, and program dynamical, legged robots that can operate in the real world.
This online lecture covers major results and directions of research in data structure.
This online course explores concepts of advanced linear algebra for computing.
This online course gives an introduction to synchrotron and X-Ray Free Electron Lasers (XFELs) facilities and associated techniques.
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.
In this Part 3 of the online course, you’ll explore translation of mRNA to protein, a key part of the central dogma of biology.
This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.
This MOOC teaches a calculus that enables quantitative predictions of large combinatorial structures. In addition, the MOOC also covers generating functions and real asymptotics...
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 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 explores the theory of automata and languages. It includes finite automata and the languages they can define, deterministic and nondeterministic automata,...
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