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This series of MOOCs explores the fundamentals of probabilistic graphical models.

This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.

This online course teaches how to integrate a photovoltaic system into a microgrid of your design.

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 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 how to perform RNA-Seq, ChIP-Seq, and DNA methylation data analyses, using open source software, including R and Bioconductor.

Students will learn how to perfect their skills in Italian (speaking, listening, reading and writing), and by the end of this course they will be able to express opinions and...

In this online course, participants are given the following task: Given a collection of simulated error-free read-pairs, they use the paired de Bruijn graph to reconstruct the...

This online course explores how to analyse and apply consumer and buyer behaviour fundamentals to develop an effective marketing campaign.

Predictive analytics is emerging as a competitive strategy across many business sectors and can set apart high performing companies. It aims to predict the probability of the...

This online course teaches about medieval Jewish medical training and thought by exploring and interpreting medical manuscripts.

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 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 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 course covers modeling, analysis, and design of distributed control systems. Distributed control systems include large-scale physical systems, engineered multi-agent...

This course covers the development of Internet of Things (IoT) products and services—including devices for sensing, actuation, processing, and communication—to help participants...

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

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 online course series explores current engineering practices used in the self-driving car industry. The online program shows the detailed architecture and components of a...