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

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

This online course explores the fundamentals of Microsoft Azure infrastructure, including infrastructure as a service.

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 online course (MOOC) teaches how citizen’s co-creation is key in making cities worldwide more sustainable.It explores in detail the potential of co-creation and also...

This video course explains the Law of the International Community, including how International Law is created, applied and upheld in today's world.

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

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.

This online course teaches how to use Object and Service Oriented design principles and the development team to increase system flexibility so it can be efficiently run...

In this course, students will use Native JavaScript Promises to write asynchronous code that is easy to read, easy to write and easy to debug.

In this course students will be developing foundational programming skills to support graphical element presentation and data manipulation from basic functions through to...

This online lecture covers major results and directions of research in data structure.

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

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

This online course focuses on the exploration of HTML5-based APIs, but also introduces some advanced features related to HTML5, such as Web components, advanced multimedia,...

This course explores the convergence of multiple disciplines leading to todays’ Smartphones. Students will learn about the birth and evolution of Telephony Networks, Broadcast...

This online course teaches a comprehensive set of simulation techniques to predict the performance of photonic nanostructures.

In this online course, participants are given the following task: Given a collection of simulated error-free read-pairs, they use the paired de Bruijn graph to reconstruct the...