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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 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 a comprehensive set of simulation techniques to predict the performance of photonic nanostructures.
This online course teaches how to apply engineering principles, such as Agile, to build a full-stack software system.
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...
In this course students will expand their repertoire of additional features and more advanced functions that may be implemented within the iOS environment. They will refine...
This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.
In this course, students will learn the process of building an iOS app, from brainstorming ideas to publishing on the App Store.
This online course (MOOC) teaches how citizen’s co-creation is key in making cities worldwide more sustainable.It explores in detail the potential of co-creation and also...
This is a core course in artificial intelligence. After this course, students will be able to design and implement a knowledge-based artificial intelligence agent and use it to...
This course covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...
This online course (MOOC) shows how to design, build, and program dynamical, legged robots that can operate in the real world.
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 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 gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.
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 online course explores algorithmics and graph theory using Python.
In this online course, participants get hands-on experience making web applications accessible (eg. through screen readers).
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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