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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 gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.

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

This online course teaches how technology is used in supply chain systems from fundamental concepts to innovative applications.

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

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...

In this course, students will use analytical elements of SQL for answering business intelligence questions and learn features of relational database management systems for...

This video online course (MOOC) explores how controlling the local nanoscale structure and physics of semiconducting polymers allows for revolutionary new devices across the globe.

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 will focus on magnetic resonance imaging, also known as an MRI. In the first part of the course, the dynamic of spins in a magnetic field is described,...

This advanced-level online lecture series provides an overview of the Geometric Anatomy of Theoretical Physics.The aim of the course is to provide proper mathematical language...

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

Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...

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 aims to introduce participants to existing and emerging technologies suitable for disaster risk reduction while promoting the overall aim of sustainable...

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

This online course is designed to cover all physics and engineering aspects of photovoltaics: photovoltaic energy conversion, technologies and systems.

In this course students will expand their repertoire of additional features and more advanced functions that may be implemented within the iOS environment. They will refine...

This course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.

In this online course, participants get hands-on experience making web applications accessible (eg. through screen readers).