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

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 course teaches essential analytics models and methods and how to appropriately apply them, using tools such as R, to retrieve desired insights.

This online course explores the mathematical and computational models that are used in the field of theoretical neuroscience to analyze the collective dynamics of thousands of...

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

This course teaches how to manage and harness the dynamics and interactions between firms and entities within a supply chain.

This online course teaches how to digitally reconstruct a single neuron to better study the biological mechanisms of brain function, behaviour and disease.

This online course lets participants master the foundational math concepts that drive robotics and put them into practice using MATLAB.

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 will guide participants through how a client communicates with a server, including details of HTTP/1 vs. HTTP/2.

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 focuses on the principles and interventions for responding to pediatric basic life support emergencies.

This online course explores the features and dynamics of an important field of international law that grants rights to foreign investors to foster States’ development.

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...

This online course teaches how quantum communication provides security that is guaranteed by the laws of nature.

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 MOOC gives an introduction to Python and includes data analysis techniques.

This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.

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...