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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 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 gives an introduction to the principles and tools needed to develop cyber-physical systems. CPS can be a key building block of the Internet of Things (IoT).

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

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 course teaches about the TCP/IP stack, IP addressing, DNS, and other protocols that underlie the Web technologies in use.

This online course teaches the fundamental tools and techniques for using data towards making business decisions in the face of uncertainty.

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

This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

This MOOC teaches a calculus that enables quantitative predictions of large combinatorial structures. In addition, the MOOC also covers generating functions and real asymptotics...

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...

This online course teaches how to plan, develop and deliver on all aspects of work in the lifecycle of digital products using lean, agile and systems design thinking.

Through a combination of classic papers and more recent work, students will explore automated decision-making from a computer-science perspective. They will examine efficient...

This advanced online course introduces two core robot classes: kinematic chains (robot arms) and mobile bases. For both robot types, the course explores methods to reason about...

This online course shows how to design robot vision systems that avoid collisions, safely work with humans and understand their environment.

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

This online course teaches the principles and techniques for digital forensics investigation and the spectrum of available computer forensics tools.

This course teaches about the technologies underlying experimentation used in systems biology, with particular focus on RNA sequencing, mass spec-based proteomics, flow/mass...