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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 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 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 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 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 is designed to provide both an in-depth and an intuitive understanding of the theory behind modern discrete-time signal processing systems and applications.
This online course shows the key strategies and financing structures used by project managers to generate crucial funding for their projects.
This online course teaches the process of network security, including intrusion detection, evidence collection, network auditing, and contingency planning against attacks.
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 online course teaches how to digitally reconstruct a single neuron to better study the biological mechanisms of brain function, behaviour and disease.
In this course, students will use and analyze data structures that are used in industry-level applications, such as linked lists, trees, and hashtables. They will apply...
In this course, students will use Native JavaScript Promises to write asynchronous code that is easy to read, easy to write and easy to debug.
This online course lets participants master the foundational math concepts that drive robotics and put them into practice using MATLAB.
This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...
This online course explores how to design and engineer complex, dynamic robotic systems.
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...
In this course, students will learn to interface common sensors and actuators to the DragonBoard™ 410c hardware. They will then develop software to acquire sensory data, process...
This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.
This course teaches its students how to approach programming problems and devise a solution. In this course, students will learn new concepts, patterns, and methods that will...
This course explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...
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