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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 presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.

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

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 discusses the key problems of parameter estimation in both directed and undirected models, as well as the structure learning task for directed models.

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 (MOOC) explores the movement of bodies in space (like spacecraft, satellites, and space stations).

In this course, students will learn standard methodologies for debugging software—especially for iOS applications. Additionally, they will understand how to use Xcode’s...

This course represents a focus on several techniques that are widely used in the analysis of high-dimensional data.

This online course gives an introduction to quantum mechanics. The course was designed for learners with mechanical or aerospace engineering backgrounds.

This online course covers the physical principles of major in vivo bio-imaging modalities and the different imaging techniques. It explores how principles of basic science are...

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

This course will teach probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. Extensive programming examples and...

This online course explores the changes to JavaScript from ECMAScript 6 (ES 6).

This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.

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

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.

The purpose of this course is to teach its students to make their applications look clean and professional. The participants will understand (from experience) the importance of...

This online course (MOOC) teaches how to program specific orientation and achieve precise aiming goals for spacecraft moving through three dimensional space.

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...