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This online course presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.
This course covers modeling, analysis, and design of distributed control systems. Distributed control systems include large-scale physical systems, engineered multi-agent...
This online course helps to understand how solar cells generate electricity and learn about semiconductor physics and optics required to design and manufacture solar cells.
This online course teaches a comprehensive set of simulation techniques to predict the performance of photonic nanostructures.
This online course (MOOC) teaches the methods and strategies for using large-scale educational data to improve education and make discoveries about 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).
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 covers system identification. It includes eg. Introduction to modeling: Black-box and grey-box models; Parametric and non-parametric models; ARX, ARMAX (etc.)...
This course introduces students to the main elements of a good "science of delivery" case study and teaches them how to plan their research, conduct interviews, and organize...
This online course teaches how to infer the position of a quadrotor from its sensor readings and how to navigate it along a trajectory.
In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...
In this graduate level introduction to the field of computing security, participants will be given an extensive overview of the various branches of computing security. They will...
Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...
In this course, students will learn the process of building an iOS app, from brainstorming ideas to publishing on the App Store.
In this course students expand their programming skills and apply them to authentic app development projects. The topics covered in this course include Xcode basics, Core iOS...
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...
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 course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.
This online course explores the theory of automata and languages. It includes finite automata and the languages they can define, deterministic and nondeterministic automata,...
This online course teaches how to develop quantitative models that leverage business data, statistical computation, and machine learning to forecast sales and marketing impact
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