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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 course is an introduction to least squares from a linear algebraic and mathematical perspective.

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

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 video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.

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

This online course explores strategies for driving business success in the new digital economy.

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 (MOOC) teaches the methods and strategies for using large-scale educational data to improve education and make discoveries about learning.

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...

This course covers data abstraction, state, and deterministic dataflow in a unified framework with practical code exercises. In the last part of the course, students will...

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

This online course teaches the process of network security, including intrusion detection, evidence collection, network auditing, and contingency planning against attacks.

Cryptography is present in everyday life, from paying with a credit card to using the telephone. This course teaches all about making and breaking puzzles in computing.

In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...

In this course, students will learn the process of building an iOS app, from brainstorming ideas to publishing on the App Store.

This online course gives an introduction to synchrotron and X-Ray Free Electron Lasers (XFELs) facilities and associated techniques.

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

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 teaches how to develop quantitative models that leverage business data, statistical computation, and machine learning to forecast sales and marketing impact